{"as_of":"2026-08-07T22:15:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:f68a0f71790e70ff6c52009f03240af119f704d45d81955b4e35d633663ab5fd","coverage":[{"denominator":59,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":59,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T16:42:43.025254Z","state":"measured"},{"denominator":59,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":59,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-07T06:34:17.273281+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2507.12761/citation-record","integrity":"/paper/2507.12761/integrity","json":"/paper/2507.12761/citation-record.json","paper":"/paper/2507.12761"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:44.291628Z","title":"Mystakidis, Metaverse, Encyclopedia 2 (1) (2022) 486–497","venue":null,"work_id":"cc9d6421-bce8-47e0-b97e-5215a9cc64d3","year":2022},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.741822Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:212261f3d7f3aa322ba7b5898f131f986263bb9115c6f625a5bfc8702ace001c","observation_id":"19da4429-3125-4032-b250-0a829a7b82a8","resolution":{"observed_at":"2026-08-06T16:42:44.298421Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:44.268909Z","title":null,"venue":null,"work_id":"1a7b8203-20fa-4c52-b69b-d5b38c1733b1","year":2023},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.747189Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:bdff0019ecd241e6120c808ab75d79eceef6c46c77be957e24c7ad612e415f66","observation_id":"dc4c74ed-ec4b-42f3-a09c-dfac81f75921","resolution":{"observed_at":"2026-08-06T16:42:44.276855Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:44.242530Z","title":null,"venue":null,"work_id":"9223bf43-2fcd-4c89-bad3-c1276b70708f","year":2023},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.752506Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:2b344a78dee45b32f2fade5e2725686209b4c2e1284f39fdbbadc0636fc19eee","observation_id":"738e5cc5-cc40-4c4a-b362-f457c3c5ca2c","resolution":{"observed_at":"2026-08-06T16:42:44.248899Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2404.16038","last_updated":"2024-01-30T14:37:10Z","snapshot_observed_at":"2026-08-06T12:45:18.285554Z","submitted_at":"2024-01-30T14:37:10Z","title":"A Survey on Generative AI and LLM for Video Generation, Understanding, and Streaming","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.16038","snapshot_observed_at":"2026-08-06T16:42:42.757783Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.757783Z"},"links":{"cited_paper":"/paper/2404.16038","citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:e3045000a44c68f5609bca251b137510160344ffbcb12f430c5cf2a0015e0d35","observation_id":"3ebabc4d-eb77-4874-a560-e7494bef3475","resolution":{"observed_at":"2026-08-06T16:42:42.757783Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:44.213706Z","title":null,"venue":null,"work_id":"74cba643-39c2-448d-a8a5-f4e1b7d6fef5","year":2021},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.763070Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:e2274bc4ffed2a1178b4f842396b3cdd9f61cfc4b99037d8abd5fd03ebae3bd1","observation_id":"5b30ab42-c4f5-4477-8559-7f0fab13a45a","resolution":{"observed_at":"2026-08-06T16:42:44.220832Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:44.196176Z","title":null,"venue":null,"work_id":"8cb4a9e9-66dc-4079-92d8-782453ced65e","year":2022},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.767736Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:395a32df973dff78716d683b00ab984e9b4c8e636df20e8671b59ea16cee70e7","observation_id":"bb4df803-bd09-4e96-9073-a0c2f3d653c4","resolution":{"observed_at":"2026-08-06T16:42:44.202201Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:44.179104Z","title":null,"venue":null,"work_id":"b796b966-0f3b-43e0-b546-aaee89610496","year":2023},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.773814Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:39ad67abbf216881a6c10a3c4d98e32a601dd44d9614c592e16860894b1a0ed8","observation_id":"238cab94-5bd9-4ad2-bb53-c013fcf10245","resolution":{"observed_at":"2026-08-06T16:42:44.184354Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:44.164367Z","title":"Zhang, X","venue":null,"work_id":"d1e8ac6b-e313-4945-8481-9c74737c616f","year":2023},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.779992Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:d6cb275bdf6180730f93d17f3bbc79df2f6e710351bd0071ca8de09970ae2221","observation_id":"43a4f6fe-39f0-4c68-9a4c-4309e0b971b6","resolution":{"observed_at":"2026-08-06T16:42:44.168733Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:44.146031Z","title":null,"venue":null,"work_id":"2e142898-72f8-4d05-8861-370b85e37ec6","year":2023},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.784674Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:1b745a69555ad392ddd4052550efa3318d56a40455f41b75fe62cb0a9e3899e4","observation_id":"fc3bbc3e-939c-4ab1-a95f-ce47ceb0c6b4","resolution":{"observed_at":"2026-08-06T16:42:44.150672Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:44.128539Z","title":null,"venue":null,"work_id":"be164232-9df3-4d48-aa98-711a272e86b9","year":2023},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.792653Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:bba9ca34e13bbe68229ba43db91f03175eb75d872aafaf74e8c6d77699a410f0","observation_id":"b34f6d17-cce2-4135-ad40-680f359ee109","resolution":{"observed_at":"2026-08-06T16:42:44.135334Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2501.01808","last_updated":"2025-01-09T02:45:43Z","snapshot_observed_at":"2026-07-06T20:16:13.411201Z","submitted_at":"2025-01-03T13:43:21Z","title":"MoEE: Mixture of Emotion Experts for Audio-Driven Portrait Animation","version":2},"cited_work":{"arxiv_id":"2501.01808","doi":null,"metadata_source":"pith","pith_arxiv_id":"2501.01808","snapshot_observed_at":"2026-08-06T16:42:43.514593Z","title":"MoEE: Mixture of Emotion Experts for Audio-Driven Portrait Animation","venue":"cs.CV","work_id":"3dcb48ca-08a9-4286-b8a6-8da148d02eb9","year":2025},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.797793Z"},"links":{"cited_paper":"/paper/2501.01808","citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:b83ffaabecb23ac88ce9abbf98a88faaba5a0ae7812af46b526f1ee7bcde9507","observation_id":"f19c68c0-7130-49e0-8e63-93d83233cc55","resolution":{"observed_at":"2026-08-06T16:42:43.521055Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:44.110757Z","title":"Liang, Y","venue":null,"work_id":"240bfa10-ae1f-4ac5-9c2a-b46de8f37ec1","year":2024},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.802699Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:630db8e45244ce5a2f9d996e7850cf479d8e0b1cc124a7ad7fb6d41a0c2b44ae","observation_id":"f7c9cc48-ada0-4fa4-b9ca-3b78bb81bc64","resolution":{"observed_at":"2026-08-06T16:42:44.116089Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.12191","last_updated":"2024-10-03T15:54:49Z","snapshot_observed_at":"2026-08-06T05:35:29.109022Z","submitted_at":"2024-09-18T17:59:32Z","title":"Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.12191","snapshot_observed_at":"2026-08-06T16:42:42.807331Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.807331Z"},"links":{"cited_paper":"/paper/2409.12191","citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:93a5fbdab2ccce958afcc6c19867084f340b84a39638e50fdef7c3a58513e94f","observation_id":"ecb942d2-7eba-4005-91f5-260d587003d4","resolution":{"observed_at":"2026-08-06T16:42:42.807331Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:44.092723Z","title":null,"venue":null,"work_id":"fe457243-0d45-4bd0-bac8-4380011edfa8","year":2024},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.815942Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:4922445621b7257d1306bc724b81ae3bffbd5420692be23fcf837ce3f2bafddf","observation_id":"24f9cfd6-2f99-4248-9745-2b6a95ada8c9","resolution":{"observed_at":"2026-08-06T16:42:44.097653Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:44.077469Z","title":"Zhong, H","venue":null,"work_id":"2055bdcc-b71a-46ee-90db-69672b94dd9d","year":2024},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.820262Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:d9c693e9b0ecef5e7cd080835a766c2aa5f4f62322426b08748fefee1f4dd126","observation_id":"d4ac9fe2-9893-4235-80f9-aa232c8c0e13","resolution":{"observed_at":"2026-08-06T16:42:44.081678Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:44.062116Z","title":null,"venue":null,"work_id":"1dc4a4b5-4751-49e8-a4fd-1755f7f609b6","year":2024},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.824780Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:8e3e3677315e569465f89ff065a8f54cbfb9cadbb6413cb67e26ea36f2c1c3e5","observation_id":"dadb8279-d629-4acd-9305-6927ca070377","resolution":{"observed_at":"2026-08-06T16:42:44.066915Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:44.041058Z","title":"Ekman, W","venue":null,"work_id":"a08b1b5c-d5a0-4e01-ac7f-b501eb5795b1","year":1978},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.829524Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:0ca468d0bae04b522386508a21e76e0d3b5720568114d4e60abbfda65aa3b31c","observation_id":"7cd862bf-2e56-4a0b-a321-433872031c46","resolution":{"observed_at":"2026-08-06T16:42:44.045775Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:42.833824Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.833824Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:09f91ca1707032d1d364eb1ba5d20c578c166537f2f51077bb19e00e5caf0ae0","observation_id":"175ed900-e51e-41db-946b-922026fb96db","resolution":{"observed_at":"2026-08-06T16:42:42.833824Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2210.03493","last_updated":"2022-10-07T12:28:21Z","snapshot_observed_at":"2026-07-06T14:01:50.333970Z","submitted_at":"2022-10-07T12:28:21Z","title":"Automatic Chain of Thought Prompting in Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2210.03493","snapshot_observed_at":"2026-08-06T16:42:42.837926Z","title":"Zhang, A","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.837926Z"},"links":{"cited_paper":"/paper/2210.03493","citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:4d11dbc8039642b0e4b96767444d3582238494b0dc7e3f36e6f258061d95be2f","observation_id":"042e05d8-18b1-4811-87ee-1b78cb02b42d","resolution":{"observed_at":"2026-08-06T16:42:42.837926Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:44.011338Z","title":"Jarlier, D","venue":null,"work_id":"710eeb43-b2b8-4854-8798-65bc872f7e70","year":2011},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.842606Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:b7e635c914f334778e1ab6757c3ab78e92c3c3e2515519a4323e04e7a329c23b","observation_id":"56ab03a3-b101-4963-a38b-eaed10c0417d","resolution":{"observed_at":"2026-08-06T16:42:44.016221Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:43.995944Z","title":null,"venue":null,"work_id":"bbfa3e08-813f-4c2d-ab35-a69a028e9c7d","year":2005},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.847011Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:230a9b27ba678a2d2469990c543c0f0c0ce91de24bb2d882407752460c6be433","observation_id":"2798d09a-a199-4cf2-99fe-131d93ef231d","resolution":{"observed_at":"2026-08-06T16:42:44.000699Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:43.979682Z","title":"Duchenne, The mechanism of human facial expression, Cambridge university press, 1990","venue":null,"work_id":"391a7d1d-5947-46a2-83ff-11e326a62f66","year":1990},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.851182Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:1708d4ef8363c767ab416b1f728cdedbb6ea612631135e4d503a326eeac14a4f","observation_id":"f2f753cb-9adf-4c8b-b702-c9abab626615","resolution":{"observed_at":"2026-08-06T16:42:43.985543Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:43.960998Z","title":"Faigin, The artist’s complete guide to facial expression, Watson-Guptill, 2012","venue":null,"work_id":"9ae79a96-cb1c-4edf-8104-3e9b10145eb3","year":2012},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.856093Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:cf7f8da45531de380be2f67a412f2d8599723f704e3c03e7eb1bad5f5fa5b1c5","observation_id":"18d45e5a-9d9a-4859-aa7f-148745f2378f","resolution":{"observed_at":"2026-08-06T16:42:43.966221Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:43.946040Z","title":"Loomis, Drawing the head & hands, Clube de Autores, 2021","venue":null,"work_id":"0d695ae2-294d-459e-8db2-658b1f24f660","year":2021},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.860487Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:9563974a87e94ab2e8a9c0275f748146625ea8eb302c62752e0ff9ea890c09ed","observation_id":"557a2b76-563d-407a-aaf9-0be71915cb02","resolution":{"observed_at":"2026-08-06T16:42:43.950963Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:43.929644Z","title":null,"venue":null,"work_id":"5c9b9824-6cba-4e15-b852-51a68b925158","year":2025},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.869981Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:3defa6b4e623aec9209999d32a13da33126ef9734e899aed42159a024b4cf5af","observation_id":"baafbf4f-a74e-41dd-b27c-d210fb60f92a","resolution":{"observed_at":"2026-08-06T16:42:43.935075Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2411.16331","last_updated":"2025-06-05T11:49:59Z","snapshot_observed_at":"2026-07-06T19:56:30.344759Z","submitted_at":"2024-11-25T12:24:52Z","title":"Sonic: Shifting Focus to Global Audio Perception in Portrait Animation","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2411.16331","snapshot_observed_at":"2026-08-06T16:42:42.874070Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.874070Z"},"links":{"cited_paper":"/paper/2411.16331","citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:b5420b48953d48ba7103d9b6ed71f0b0e53482e323a5a7556311e3de27eacf6e","observation_id":"e670a35f-c384-4f16-8a98-877649b55003","resolution":{"observed_at":"2026-08-06T16:42:42.874070Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:43.912175Z","title":null,"venue":null,"work_id":"5cae4b3b-2506-4951-b9aa-fede533dcd70","year":2024},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.878919Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:a730a004f62f95f478200a41f95d26399b79782c3d959c43e3b50f215338dd67","observation_id":"b6f00241-de74-4f31-a3bf-2fc99acf02f3","resolution":{"observed_at":"2026-08-06T16:42:43.916582Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2206.07682","last_updated":"2022-10-26T05:06:24Z","snapshot_observed_at":"2026-08-02T15:56:35.249569Z","submitted_at":"2022-06-15T17:32:01Z","title":"Emergent Abilities of Large Language Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2206.07682","snapshot_observed_at":"2026-08-06T16:42:42.883978Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.883978Z"},"links":{"cited_paper":"/paper/2206.07682","citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:83935462082c2db6b2ededd34cfe01305313e0f04d5823d23862bdfb5ba1b5a6","observation_id":"950f8bde-9d4c-4b3e-ab82-d9f71ef7f106","resolution":{"observed_at":"2026-08-06T16:42:42.883978Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:43.893774Z","title":"Prystawski, M","venue":null,"work_id":"62878f42-003b-4b82-ba76-e56beff14c46","year":2023},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.888379Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:261cea08bd387d2d938c558757401c6f17b091ae411cf3aea50fb37b782d3fa2","observation_id":"5721ca98-3cdb-448b-8acb-e50da57271af","resolution":{"observed_at":"2026-08-06T16:42:43.899512Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2302.00923","last_updated":"2024-05-20T06:43:48Z","snapshot_observed_at":"2026-07-06T14:47:34.480641Z","submitted_at":"2023-02-02T07:51:19Z","title":"Multimodal Chain-of-Thought Reasoning in Language Models","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2302.00923","snapshot_observed_at":"2026-08-06T16:42:42.893099Z","title":"Zhang, A","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.893099Z"},"links":{"cited_paper":"/paper/2302.00923","citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:2b4f8f54936ee17bf1cf456f93035c8e7c10e2c5a0f595537041a026155baa1e","observation_id":"e766ee2a-fc74-468b-beb6-2c0f3d296603","resolution":{"observed_at":"2026-08-06T16:42:42.893099Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:43.864998Z","title":null,"venue":null,"work_id":"31568afe-61ee-4896-a6c2-397e89a5aa3c","year":2024},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.897478Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:aa5e59e4d90132d8d323e3aee130175cd9608638886cd7c142daf67f6d0abd12","observation_id":"fbb1e9ba-4d07-4126-a404-4ff38328f125","resolution":{"observed_at":"2026-08-06T16:42:43.873997Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2408.12528","last_updated":"2025-09-08T02:42:57Z","snapshot_observed_at":"2026-07-06T19:04:43.716629Z","submitted_at":"2024-08-22T16:32:32Z","title":"Show-o: One Single Transformer to Unify Multimodal Understanding and Generation","version":7},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2408.12528","snapshot_observed_at":"2026-08-06T16:42:42.901633Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.901633Z"},"links":{"cited_paper":"/paper/2408.12528","citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:91759fb261f3ee9fd1e27cc22f2af16f6685debb7bf7f7a5f4ac7a3a70c5d3f5","observation_id":"6068c7e5-3d90-46a9-82c7-316b4049b521","resolution":{"observed_at":"2026-08-06T16:42:42.901633Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2501.13926","last_updated":"2025-07-23T16:09:10Z","snapshot_observed_at":"2026-07-06T20:25:08.527025Z","submitted_at":"2025-01-23T18:59:43Z","title":"Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.13926","snapshot_observed_at":"2026-08-06T16:42:42.906185Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.906185Z"},"links":{"cited_paper":"/paper/2501.13926","citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:885176271ac4dd4d59ca73e512cb48bb8c8dd4a05e55b26e20252b28f8057683","observation_id":"1255e509-c867-452e-a7d0-a6c4e527b6b2","resolution":{"observed_at":"2026-08-06T16:42:42.906185Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:43.847812Z","title":null,"venue":null,"work_id":"f799dbba-4127-4534-a21b-7af730b1ef86","year":2024},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.910619Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:573db759aea9c2bd5686501bcdc00ed020b90445324713b72a4bc21e24656710","observation_id":"aa3ee555-ed4b-4a1c-801f-688158dc68ad","resolution":{"observed_at":"2026-08-06T16:42:43.852742Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:43.832724Z","title":null,"venue":null,"work_id":"cee32450-0f0e-478b-8776-a86dec21c42c","year":2020},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.914878Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:9945df824aee4e0ce036ffe753191c8f67aac42332eb9de0d504d8bbd8d16780","observation_id":"b0c5c9c4-9e4f-41ce-8eb2-0757293e50f3","resolution":{"observed_at":"2026-08-06T16:42:43.837193Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1904.05862","last_updated":"2019-09-11T08:19:49Z","snapshot_observed_at":"2026-08-06T05:33:37.746688Z","submitted_at":"2019-04-11T17:29:30Z","title":"wav2vec: Unsupervised Pre-training for Speech Recognition","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1904.05862","snapshot_observed_at":"2026-08-06T16:42:42.919123Z","title":"Schneider, A","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.919123Z"},"links":{"cited_paper":"/paper/1904.05862","citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:9604b683f41d318f06c3e454cf9465f32602254939dd76ddd6fbe8da6944fd6c","observation_id":"568f8819-1c0c-4d3c-8df3-6da741a4fd4e","resolution":{"observed_at":"2026-08-06T16:42:42.919123Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:42.923850Z","title":null,"venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.923850Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:780fb74636f05aade6b0e827a8c03b7fd56efb8f7952d78b7ca0e063f37a1800","observation_id":"1747f486-feb7-40ed-aea0-be902a07e3a1","resolution":{"observed_at":"2026-08-06T16:42:42.923850Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:42.928387Z","title":"Radford, J","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.928387Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:457e3cab9d6cc7164fabb31b640dd207daee5ade34edd23a2d9153e1f668351c","observation_id":"b80c0b32-6088-4e75-b979-1f128b335ced","resolution":{"observed_at":"2026-08-06T16:42:42.928387Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2406.08801","last_updated":"2024-06-16T07:10:41Z","snapshot_observed_at":"2026-07-06T18:30:06.570612Z","submitted_at":"2024-06-13T04:33:20Z","title":"Hallo: Hierarchical Audio-Driven Visual Synthesis for Portrait Image Animation","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2406.08801","snapshot_observed_at":"2026-08-06T16:42:42.932426Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.932426Z"},"links":{"cited_paper":"/paper/2406.08801","citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:7d80717a5c44099be67871f8bb57a32a141b8c477c6c66471600a6ab94340b30","observation_id":"9d2589d2-9f06-4d19-9e32-6192e00b73a8","resolution":{"observed_at":"2026-08-06T16:42:42.932426Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2311.15127","last_updated":"2023-11-25T22:28:38Z","snapshot_observed_at":"2026-08-07T21:47:08.589400Z","submitted_at":"2023-11-25T22:28:38Z","title":"Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2311.15127","snapshot_observed_at":"2026-08-06T16:42:42.936531Z","title":"Blattmann, T","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.936531Z"},"links":{"cited_paper":"/paper/2311.15127","citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:01bac8d9e9fd2e37bcb845b081ed4ecc3702624813b85042819d9949686ce37e","observation_id":"2a562f51-11d1-47ea-b50a-79e220880d74","resolution":{"observed_at":"2026-08-06T16:42:42.936531Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2307.04725","last_updated":"2024-02-08T18:08:57Z","snapshot_observed_at":"2026-07-06T15:52:13.602170Z","submitted_at":"2023-07-10T17:34:16Z","title":"AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.04725","snapshot_observed_at":"2026-08-06T16:42:42.941542Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.941542Z"},"links":{"cited_paper":"/paper/2307.04725","citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:c301a393530d3c2fb6d3352adba5f6147d4a617550f8021051d92586e3249d4d","observation_id":"1d33c5f0-fe34-4aeb-989f-09f58dec14e2","resolution":{"observed_at":"2026-08-06T16:42:42.941542Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:42.945995Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.945995Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:ed09fc2dd9a27bd94af0110a932ab9355455f8ffbd3128740c80ccd2b8b1463d","observation_id":"a1089234-9421-4125-b45a-a64823b23edf","resolution":{"observed_at":"2026-08-06T16:42:42.945995Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2010.02502","last_updated":"2022-10-05T20:19:21Z","snapshot_observed_at":"2026-07-06T10:01:50.133383Z","submitted_at":"2020-10-06T06:15:51Z","title":"Denoising Diffusion Implicit Models","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2010.02502","snapshot_observed_at":"2026-08-06T16:42:42.950809Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.950809Z"},"links":{"cited_paper":"/paper/2010.02502","citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:c1b102257748c7bf0bc482b9e557ac7839c64984fb6b8d2760eb4137e9f0acc1","observation_id":"1546399c-8e00-4330-8338-49ef6fc28247","resolution":{"observed_at":"2026-08-06T16:42:42.950809Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:43.777997Z","title":null,"venue":null,"work_id":"2432ffb7-3dd1-4452-ad0f-b34559a64c81","year":2020},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.956255Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:a9eff6e26d537beffcb2ea120600206e6a3370b088c8ad32157fcc0cca6b815d","observation_id":"fa48556c-ae9d-458e-b447-5919497f157a","resolution":{"observed_at":"2026-08-06T16:42:43.783395Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:43.761578Z","title":"Zhang, L","venue":null,"work_id":"2b614ea6-5515-4237-97ef-3d947fd4cbb6","year":2021},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.960631Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:17602e0786ae8968130de89bfd7d9be388a86e89c98a7a42a06d71dd64b56aa9","observation_id":"46856921-f2a2-4317-9500-b94505426035","resolution":{"observed_at":"2026-08-06T16:42:43.766286Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:43.743261Z","title":null,"venue":null,"work_id":"36378678-29e7-485e-9806-6ab3173aad89","year":2020},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.965035Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:b9d82521ca696c0fdd20ddcfb184db3717a762238f6c81630ee50a02884a912a","observation_id":"4beb067b-5ad3-47c8-a61a-c004c1336b09","resolution":{"observed_at":"2026-08-06T16:42:43.748311Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:43.722268Z","title":null,"venue":null,"work_id":"9260ccb7-966e-4c7f-94f5-5a64ab58f432","year":2021},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.969484Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:734380aaf5c8b0453e9f71c9573960e1a15cb9d0e72950bb5501e6df49aa55e4","observation_id":"466199e6-8f5b-4f95-a7c5-2e532926419a","resolution":{"observed_at":"2026-08-06T16:42:43.729638Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:43.700019Z","title":"Huynh-Thu, M","venue":null,"work_id":"d2766596-983c-4752-9f30-4e37426003e9","year":2008},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.973648Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:2b3d36a55ce14601e89f55b981589023588203a412c5914766797e523e900922","observation_id":"f5b2aa47-b8c0-494a-8d1b-c9632d35e212","resolution":{"observed_at":"2026-08-06T16:42:43.705363Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:42.977955Z","title":null,"venue":null,"work_id":null,"year":2004},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.977955Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:a18256416bb3660ee65cfd4b1501b92b03be177ea1af35dbeb9fe22f4498a74e","observation_id":"4f8945b0-bf73-4020-9b9d-518d0a20b4ea","resolution":{"observed_at":"2026-08-06T16:42:42.977955Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:43.672759Z","title":"Seitzer, pytorch-fid: FID Score for PyTorch, https://github.com/mseitzer/pytorch-fid, version 0.3.0 (August 2020)","venue":null,"work_id":"0d827a68-e98d-438d-8d60-a86f9137ab02","year":2020},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.982230Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:a5e04298c3c168b7c10fc4962f2d1e17a83a108a8276065872cf69fc6d663758","observation_id":"67540311-f8df-4f42-b92b-245d3dff4993","resolution":{"observed_at":"2026-08-06T16:42:43.677384Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2011.21316","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:43.238680Z","title":null,"venue":null,"work_id":"cf3b5ea1-5dd7-4bf8-95c7-8bfbc82ffa0c","year":2011},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.986867Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:a8ca62414cdf7bc0bf4b7b583fb28dd15f110b2de1985bbb43c697332a4f0622","observation_id":"f4c7058c-a8a9-4363-9b0e-6541bebb1c58","resolution":{"observed_at":"2026-08-06T16:42:43.249256Z","resolver_source":"raw_fallback","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:43.655803Z","title":null,"venue":null,"work_id":"6b963510-735f-408d-aba4-43622f99d8bb","year":2016},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.991307Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:018b5298fa431fd6d61ad84a3e8c62f38f325c920c5896c67795fc2fa3618d19","observation_id":"3d500a2c-c04e-4991-9b3d-30cb65bdbaf6","resolution":{"observed_at":"2026-08-06T16:42:43.661633Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:42.996196Z","title":"Afouras, J","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:42.996196Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:cc95e2b2cb447f5c8eec397ba5d9a8f7db42dff02a60c4482b603bdefeffc43f","observation_id":"623b3c20-b9d4-4379-8074-c974f4848bcb","resolution":{"observed_at":"2026-08-06T16:42:42.996196Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:43.622790Z","title":"Unterthiner, S","venue":null,"work_id":"9ae47f27-e91b-41ed-9cfb-b01f7da330b7","year":2019},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:43.000542Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:ed81f705336dbd515d6aef87f468fb678ae79648e18577317b4bb8ca76d111f2","observation_id":"bdd4e475-d3f2-44ab-958d-2de5022a96f4","resolution":{"observed_at":"2026-08-06T16:42:43.627220Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:43.005153Z","title":"Zhang, P","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:43.005153Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:348b7f814e392e49bfbabf0f948996cebef5b938a85041d1d09e219af770b458","observation_id":"173c67da-8aef-4eb0-8a3a-6f1e36d8be57","resolution":{"observed_at":"2026-08-06T16:42:43.005153Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:43.009332Z","title":"Van der Maaten, G","venue":null,"work_id":null,"year":2008},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:43.009332Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:1ce310c4726c4af8cd3da0494d45377fae8db8004e2cc400b933d929a24ba51a","observation_id":"37168367-0126-4623-830b-d1302318e7e2","resolution":{"observed_at":"2026-08-06T16:42:43.009332Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:43.584797Z","title":null,"venue":null,"work_id":"51f261cf-67d6-4fd3-aa29-d8e6887d35e4","year":2019},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:43.014688Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:8d2b7a1555e640ca9ae08ba3255d23bbed032725edb2a201c9418ea909f547c5","observation_id":"ed9214b8-fb98-4993-88b7-a18a113e6f82","resolution":{"observed_at":"2026-08-06T16:42:43.589391Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:43.567904Z","title":"Szegedy, S","venue":null,"work_id":"b8489129-c242-451f-af75-d2316c0e2920","year":2017},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:43.019725Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:e00bcc83ccac913713c7ec79678675764e6cb633721e22f9dd8ce19734362654","observation_id":"d03f86fb-5c38-4fd7-959e-082f060e85dc","resolution":{"observed_at":"2026-08-06T16:42:43.573695Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T16:42:43.552355Z","title":"Peebles, S","venue":null,"work_id":"f37c3521-dff1-4110-9dad-2beeffd16742","year":2023},"citing_paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation","version":1},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:43.025254Z"},"links":{"citing_paper":"/paper/2507.12761"},"observation_digest":"sha256:43b7b26fd93a345d03662d7549a4bc1e1ebffc5b15d22fcbb52597bb249f5068","observation_id":"6a45cbb2-ff10-4817-b61c-ef2cfb571c79","resolution":{"observed_at":"2026-08-06T16:42:43.556700Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2507.12761","last_updated":"2025-07-17T03:33:46Z","latest_version":1,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-07T20:51:13.041685Z","submitted_at":"2025-07-17T03:33:46Z","title":"Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation"},"reference_resolution":{"displayed":59,"state_counts":{"malformed_identifier":0,"metadata_mismatch":1,"parse_uncertain":0,"unresolved":41,"verified_exact":1,"verified_fuzzy":16},"total_outbound_references":59},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"thesis":"As of 7 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:2507.12761."}