{"as_of":"2026-08-06T18:16:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:1cd258f95cb73fd37a1a629bd02ced54cf2294b1c16a8bc579a0b153611c7214","coverage":[{"denominator":0,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":19,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":19,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-06T06:34:29.942622+00:00","state":"measured"},{"denominator":19,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":19,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-05T21:41:11.990825Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-07-04T10:09:44.750475Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2506.18898","last_updated":"2025-06-23T17:59:14Z","snapshot_observed_at":"2026-07-06T21:46:30.250293Z","submitted_at":"2025-06-23T17:59:14Z","title":"Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2506.18898","snapshot_observed_at":"2026-08-05T21:41:11.990825Z","title":"Vision as a dialect: Unifying visual understanding and generation via text-aligned represen- tations.arXiv preprint arXiv:2506.18898, 2025a","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2508.08098","last_updated":"2025-08-14T17:38:47Z","snapshot_observed_at":"2026-08-06T16:04:08.524640Z","submitted_at":"2025-08-11T15:37:22Z","title":"TBAC-UniImage: Unified Understanding and Generation by Ladder-Side Diffusion Tuning","version":2},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-05T21:41:11.990825Z"},"links":{"cited_paper":"/paper/2506.18898","citing_paper":"/paper/2508.08098"},"observation_digest":"sha256:342b22082a1e1f1ae597ea511835f6e81224a0437f13e4bb3de3863229ee0771","observation_id":"c3a0dc13-a72d-4be2-8da8-a5714a44191b","resolution":{"observed_at":"2026-08-05T21:41:11.990825Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2506.18898","last_updated":"2025-06-23T17:59:14Z","snapshot_observed_at":"2026-07-06T21:46:30.250293Z","submitted_at":"2025-06-23T17:59:14Z","title":"Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2506.18898","snapshot_observed_at":"2026-08-03T07:38:46.910012Z","title":"Vision as a dialect: Unifying visual under- standing and generation via text-aligned representations,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2601.19506","last_updated":"2026-06-30T07:23:59Z","snapshot_observed_at":"2026-08-06T05:25:54.056400Z","submitted_at":"2026-01-27T11:50:31Z","title":"Bridging Information Asymmetry: A Hierarchical Framework for Deterministic Blind Face Restoration","version":4},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-03T07:38:46.910012Z"},"links":{"cited_paper":"/paper/2506.18898","citing_paper":"/paper/2601.19506"},"observation_digest":"sha256:556fea08fed29ce951e1b9ac7d7710e6fd473de77bc4be5a9828763dd099d561","observation_id":"d8379ad9-609e-4ff2-9c11-4af3053796be","resolution":{"observed_at":"2026-08-03T07:38:46.910012Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2506.18898","last_updated":"2025-06-23T17:59:14Z","snapshot_observed_at":"2026-07-06T21:46:30.250293Z","submitted_at":"2025-06-23T17:59:14Z","title":"Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations","version":1},"cited_work":{"arxiv_id":"2506.18898","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2506.18898","snapshot_observed_at":"2026-07-04T10:09:44.750475Z","title":"Vision as a dialect: Unifying visual understanding and generation via text-aligned representations.arXiv preprint arXiv:2506.18898","venue":null,"work_id":"eeaabcd0-b12e-4324-88d6-d54239671f08","year":2025},"citing_paper":{"arxiv_id":"2602.01554","last_updated":"2026-04-06T03:39:20Z","snapshot_observed_at":"2026-08-02T23:52:41.711567Z","submitted_at":"2026-02-02T02:47:48Z","title":"InfoTok: Information-Theoretic Regularization for Capacity-Constrained Shared Visual Tokenization in Unified MLLMs","version":2},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-05-16T08:09:19.209759Z"},"links":{"cited_paper":"/paper/2506.18898","citing_paper":"/paper/2602.01554"},"observation_digest":"sha256:994fb7912c82510c6e8a23b5071ba27e0263c16c6eb0839c1176ae48ab1f9d96","observation_id":"16d3aa9f-6f7b-4885-a065-99e9b5a2a79f","resolution":{"observed_at":"2026-05-16T08:10:45.419989Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2506.18898","last_updated":"2025-06-23T17:59:14Z","snapshot_observed_at":"2026-07-06T21:46:30.250293Z","submitted_at":"2025-06-23T17:59:14Z","title":"Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations","version":1},"cited_work":{"arxiv_id":"2506.18898","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2506.18898","snapshot_observed_at":"2026-07-04T10:09:44.750475Z","title":"Vision as a dialect: Unifying visual understanding and generation via text-aligned representations.arXiv preprint arXiv:2506.18898","venue":null,"work_id":"eeaabcd0-b12e-4324-88d6-d54239671f08","year":2025},"citing_paper":{"arxiv_id":"2604.13030","last_updated":"2026-07-07T13:17:16Z","snapshot_observed_at":"2026-07-12T21:00:28.771955Z","submitted_at":"2026-04-14T17:59:03Z","title":"Generative Refinement Networks for Visual Synthesis","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-05-10T15:41:23.057949Z"},"links":{"cited_paper":"/paper/2506.18898","citing_paper":"/paper/2604.13030"},"observation_digest":"sha256:ff89ac7ba7a62229a497a252f4e0017b5d9521453936fa1bdbab00059733fb1e","observation_id":"d6f549d6-59d9-4b18-bb3e-de99e1335bb5","resolution":{"observed_at":"2026-05-11T10:01:03.247443Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2506.18898","last_updated":"2025-06-23T17:59:14Z","snapshot_observed_at":"2026-07-06T21:46:30.250293Z","submitted_at":"2025-06-23T17:59:14Z","title":"Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2506.18898","snapshot_observed_at":"2026-07-12T21:00:35.123495Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2604.13030","last_updated":"2026-07-07T13:17:16Z","snapshot_observed_at":"2026-07-12T21:00:28.771955Z","submitted_at":"2026-04-14T17:59:03Z","title":"Generative Refinement Networks for Visual Synthesis","version":2},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-07-12T21:00:35.123495Z"},"links":{"cited_paper":"/paper/2506.18898","citing_paper":"/paper/2604.13030"},"observation_digest":"sha256:13db00e0f2d430ab540d3b50a61ba6233a7c9cf6551b9cb771bb2c10bcf62d37","observation_id":"bcb7a2aa-fdb1-4bb5-a13c-454254f918d4","resolution":{"observed_at":"2026-07-12T21:00:35.123495Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2506.18898","last_updated":"2025-06-23T17:59:14Z","snapshot_observed_at":"2026-07-06T21:46:30.250293Z","submitted_at":"2025-06-23T17:59:14Z","title":"Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations","version":1},"cited_work":{"arxiv_id":"2506.18898","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2506.18898","snapshot_observed_at":"2026-07-04T10:09:44.750475Z","title":"Vision as a dialect: Unifying visual understanding and generation via text-aligned representations.arXiv preprint arXiv:2506.18898","venue":null,"work_id":"eeaabcd0-b12e-4324-88d6-d54239671f08","year":2025},"citing_paper":{"arxiv_id":"2604.18168","last_updated":"2026-04-20T12:28:58Z","snapshot_observed_at":"2026-07-31T17:07:08.698328Z","submitted_at":"2026-04-20T12:28:58Z","title":"Extending One-Step Image Generation from Class Labels to Text via Discriminative Text Representation","version":1},"reference_index":71,"source":"pdf_text","source_observed_at":"2026-05-10T05:15:22.907880Z"},"links":{"cited_paper":"/paper/2506.18898","citing_paper":"/paper/2604.18168"},"observation_digest":"sha256:eea8eb89d4cc115a3302ad0a069d78c0e063ee38809c4576cfe67ff72ad0e5a3","observation_id":"3f09bd54-8d22-4e48-9d5f-b6c7e89f3d47","resolution":{"observed_at":"2026-05-10T09:28:39.564612Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2506.18898","last_updated":"2025-06-23T17:59:14Z","snapshot_observed_at":"2026-07-06T21:46:30.250293Z","submitted_at":"2025-06-23T17:59:14Z","title":"Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations","version":1},"cited_work":{"arxiv_id":"2506.18898","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2506.18898","snapshot_observed_at":"2026-07-04T10:09:44.750475Z","title":"Vision as a dialect: Unifying visual understanding and generation via text-aligned representations.arXiv preprint arXiv:2506.18898","venue":null,"work_id":"eeaabcd0-b12e-4324-88d6-d54239671f08","year":2025},"citing_paper":{"arxiv_id":"2604.24763","last_updated":"2026-05-18T04:20:18Z","snapshot_observed_at":"2026-07-06T23:10:42.926677Z","submitted_at":"2026-04-27T17:59:56Z","title":"Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-05-08T04:31:26.325118Z"},"links":{"cited_paper":"/paper/2506.18898","citing_paper":"/paper/2604.24763"},"observation_digest":"sha256:6894e73f1b23e3844f236b310ce4641340e45d5ed35413493b77050e8298bd5c","observation_id":"f9d5a11f-5ae7-40a6-b4ca-ea818e4428df","resolution":{"observed_at":"2026-05-11T21:41:18.793166Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2506.18898","last_updated":"2025-06-23T17:59:14Z","snapshot_observed_at":"2026-07-06T21:46:30.250293Z","submitted_at":"2025-06-23T17:59:14Z","title":"Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations","version":1},"cited_work":{"arxiv_id":"2506.18898","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2506.18898","snapshot_observed_at":"2026-07-04T10:09:44.750475Z","title":"Vision as a dialect: Unifying visual understanding and generation via text-aligned representations.arXiv preprint arXiv:2506.18898","venue":null,"work_id":"eeaabcd0-b12e-4324-88d6-d54239671f08","year":2025},"citing_paper":{"arxiv_id":"2604.24763","last_updated":"2026-05-18T04:20:18Z","snapshot_observed_at":"2026-07-06T23:10:42.926677Z","submitted_at":"2026-04-27T17:59:56Z","title":"Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation","version":2},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-05-20T23:41:25.275207Z"},"links":{"cited_paper":"/paper/2506.18898","citing_paper":"/paper/2604.24763"},"observation_digest":"sha256:be7cf271c93b13c22ee11136f54bff18b0aa117a277fe59ecc315f2c0f2dbd14","observation_id":"d48b7176-f7d3-438e-aec4-f7d2d4da5b79","resolution":{"observed_at":"2026-05-20T23:43:51.091129Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2506.18898","last_updated":"2025-06-23T17:59:14Z","snapshot_observed_at":"2026-07-06T21:46:30.250293Z","submitted_at":"2025-06-23T17:59:14Z","title":"Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations","version":1},"cited_work":{"arxiv_id":"2506.18898","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2506.18898","snapshot_observed_at":"2026-07-04T10:09:44.750475Z","title":"Vision as a dialect: Unifying visual understanding and generation via text-aligned representations.arXiv preprint arXiv:2506.18898","venue":null,"work_id":"eeaabcd0-b12e-4324-88d6-d54239671f08","year":2025},"citing_paper":{"arxiv_id":"2604.25072","last_updated":"2026-04-27T23:57:29Z","snapshot_observed_at":"2026-08-05T02:34:39.806032Z","submitted_at":"2026-04-27T23:57:29Z","title":"Beyond Accuracy: Benchmarking Cross-Task Consistency in Unified Multimodal Models","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-05-08T04:08:41.452018Z"},"links":{"cited_paper":"/paper/2506.18898","citing_paper":"/paper/2604.25072"},"observation_digest":"sha256:a9d9678f6729b50c931da13a7afcf803639ef8da8dd212aabbf26a180e0c64d2","observation_id":"15009bbc-4c51-493f-ad6c-cdb223faa208","resolution":{"observed_at":"2026-05-11T21:51:18.931338Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2506.18898","last_updated":"2025-06-23T17:59:14Z","snapshot_observed_at":"2026-07-06T21:46:30.250293Z","submitted_at":"2025-06-23T17:59:14Z","title":"Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations","version":1},"cited_work":{"arxiv_id":"2506.18898","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2506.18898","snapshot_observed_at":"2026-07-04T10:09:44.750475Z","title":"Vision as a dialect: Unifying visual understanding and generation via text-aligned representations.arXiv preprint arXiv:2506.18898","venue":null,"work_id":"eeaabcd0-b12e-4324-88d6-d54239671f08","year":2025},"citing_paper":{"arxiv_id":"2604.28185","last_updated":"2026-04-30T17:59:02Z","snapshot_observed_at":"2026-07-06T23:13:29.310140Z","submitted_at":"2026-04-30T17:59:02Z","title":"Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-05-07T06:38:04.459129Z"},"links":{"cited_paper":"/paper/2506.18898","citing_paper":"/paper/2604.28185"},"observation_digest":"sha256:0c6669255061a86e0ef6f610415bf80be413f788897baee3115b97498fa4598a","observation_id":"8c3754db-dd38-441f-b252-095f165ad71f","resolution":{"observed_at":"2026-05-12T10:16:28.986490Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2506.18898","last_updated":"2025-06-23T17:59:14Z","snapshot_observed_at":"2026-07-06T21:46:30.250293Z","submitted_at":"2025-06-23T17:59:14Z","title":"Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations","version":1},"cited_work":{"arxiv_id":"2506.18898","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2506.18898","snapshot_observed_at":"2026-07-04T10:09:44.750475Z","title":"Vision as a dialect: Unifying visual understanding and generation via text-aligned representations.arXiv preprint arXiv:2506.18898","venue":null,"work_id":"eeaabcd0-b12e-4324-88d6-d54239671f08","year":2025},"citing_paper":{"arxiv_id":"2605.05646","last_updated":"2026-05-07T03:53:54Z","snapshot_observed_at":"2026-08-03T14:49:05.703728Z","submitted_at":"2026-05-07T03:53:54Z","title":"MUSE: Resolving Manifold Misalignment in Visual Tokenization via Topological Orthogonality","version":1},"reference_index":99,"source":"arxiv_source","source_observed_at":"2026-05-08T15:04:41.518195Z"},"links":{"cited_paper":"/paper/2506.18898","citing_paper":"/paper/2605.05646"},"observation_digest":"sha256:7301f1d47a06451f5bf8a545ae2bf5539680dfc38e1b88d9688b5d31b87d329a","observation_id":"d5a69bff-ca17-448e-9ae3-f6bc8539c31e","resolution":{"observed_at":"2026-05-11T18:36:07.935003Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2506.18898","last_updated":"2025-06-23T17:59:14Z","snapshot_observed_at":"2026-07-06T21:46:30.250293Z","submitted_at":"2025-06-23T17:59:14Z","title":"Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations","version":1},"cited_work":{"arxiv_id":"2506.18898","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2506.18898","snapshot_observed_at":"2026-07-04T10:09:44.750475Z","title":"Vision as a dialect: Unifying visual understanding and generation via text-aligned representations.arXiv preprint arXiv:2506.18898","venue":null,"work_id":"eeaabcd0-b12e-4324-88d6-d54239671f08","year":2025},"citing_paper":{"arxiv_id":"2606.01911","last_updated":"2026-06-01T08:47:17Z","snapshot_observed_at":"2026-08-04T20:44:15.334202Z","submitted_at":"2026-06-01T08:47:17Z","title":"Residual Decoder Adapter: ID-Preserving Tokenizer Adaption for Autoregressive Text Rendering","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-06-28T15:39:15.744954Z"},"links":{"cited_paper":"/paper/2506.18898","citing_paper":"/paper/2606.01911"},"observation_digest":"sha256:557ff9556fbad6071bd988f08c9a92d5cea92128c26c3651346fd28c8a673639","observation_id":"3687ca55-3ff9-4e3f-a0bc-71af85e59c14","resolution":{"observed_at":"2026-07-01T22:16:15.745397Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2506.18898","last_updated":"2025-06-23T17:59:14Z","snapshot_observed_at":"2026-07-06T21:46:30.250293Z","submitted_at":"2025-06-23T17:59:14Z","title":"Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations","version":1},"cited_work":{"arxiv_id":"2506.18898","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2506.18898","snapshot_observed_at":"2026-07-04T10:09:44.750475Z","title":"Vision as a dialect: Unifying visual understanding and generation via text-aligned representations.arXiv preprint arXiv:2506.18898","venue":null,"work_id":"eeaabcd0-b12e-4324-88d6-d54239671f08","year":2025},"citing_paper":{"arxiv_id":"2606.11188","last_updated":"2026-06-09T17:59:28Z","snapshot_observed_at":"2026-07-06T23:50:16.299969Z","submitted_at":"2026-06-09T17:59:28Z","title":"ARM: An AutoRegressive Large Multimodal Model with Unified Discrete Representations","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-06-27T13:29:11.526106Z"},"links":{"cited_paper":"/paper/2506.18898","citing_paper":"/paper/2606.11188"},"observation_digest":"sha256:f1d4390b703e4f4bfca6ff3b43f7ce83cef31133c130ace8bf66aced3a0dc46f","observation_id":"941b87cd-4ce3-4a21-ae07-4551c6228197","resolution":{"observed_at":"2026-07-03T05:07:38.533553Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2506.18898","last_updated":"2025-06-23T17:59:14Z","snapshot_observed_at":"2026-07-06T21:46:30.250293Z","submitted_at":"2025-06-23T17:59:14Z","title":"Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations","version":1},"cited_work":{"arxiv_id":"2506.18898","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2506.18898","snapshot_observed_at":"2026-07-04T10:09:44.750475Z","title":"Vision as a dialect: Unifying visual understanding and generation via text-aligned representations.arXiv preprint arXiv:2506.18898","venue":null,"work_id":"eeaabcd0-b12e-4324-88d6-d54239671f08","year":2025},"citing_paper":{"arxiv_id":"2606.13289","last_updated":"2026-06-11T12:46:07Z","snapshot_observed_at":"2026-08-02T10:42:01.559662Z","submitted_at":"2026-06-11T12:46:07Z","title":"HYDRA-X: Native Unified Multimodal Models with Holistic Visual Tokenizers","version":1},"reference_index":208,"source":"arxiv_source","source_observed_at":"2026-06-27T07:01:07.362430Z"},"links":{"cited_paper":"/paper/2506.18898","citing_paper":"/paper/2606.13289"},"observation_digest":"sha256:1b57cf9d0bd9e7236ce2aba862b94a508601d55a4c8ffb3376e8dc18c313d0cd","observation_id":"e09ca6db-7932-424b-9fbb-11e66550a125","resolution":{"observed_at":"2026-07-03T14:38:28.862033Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2506.18898","last_updated":"2025-06-23T17:59:14Z","snapshot_observed_at":"2026-07-06T21:46:30.250293Z","submitted_at":"2025-06-23T17:59:14Z","title":"Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations","version":1},"cited_work":{"arxiv_id":"2506.18898","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2506.18898","snapshot_observed_at":"2026-07-04T10:09:44.750475Z","title":"Vision as a dialect: Unifying visual understanding and generation via text-aligned representations.arXiv preprint arXiv:2506.18898","venue":null,"work_id":"eeaabcd0-b12e-4324-88d6-d54239671f08","year":2025},"citing_paper":{"arxiv_id":"2606.23041","last_updated":"2026-07-02T11:57:59Z","snapshot_observed_at":"2026-07-06T23:57:53.101659Z","submitted_at":"2026-06-22T08:48:19Z","title":"SPAR: Semantic-Pixel Self-Alignment and Adaptive Routing for Unified Multimodal Models","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-06-26T09:08:25.661515Z"},"links":{"cited_paper":"/paper/2506.18898","citing_paper":"/paper/2606.23041"},"observation_digest":"sha256:5a1987e646dabb75759edb9e4c1100af571c09b52bd8dfb3475a4cab8ab80fd5","observation_id":"3af3830b-45cc-44c3-9d49-aa06204b0ded","resolution":{"observed_at":"2026-07-04T10:09:44.751913Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2506.18898","last_updated":"2025-06-23T17:59:14Z","snapshot_observed_at":"2026-07-06T21:46:30.250293Z","submitted_at":"2025-06-23T17:59:14Z","title":"Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations","version":1},"cited_work":{"arxiv_id":"2506.18898","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2506.18898","snapshot_observed_at":"2026-07-04T10:09:44.750475Z","title":"Vision as a dialect: Unifying visual understanding and generation via text-aligned representations.arXiv preprint arXiv:2506.18898","venue":null,"work_id":"eeaabcd0-b12e-4324-88d6-d54239671f08","year":2025},"citing_paper":{"arxiv_id":"2606.23041","last_updated":"2026-07-02T11:57:59Z","snapshot_observed_at":"2026-07-06T23:57:53.101659Z","submitted_at":"2026-06-22T08:48:19Z","title":"SPAR: Semantic-Pixel Self-Alignment and Adaptive Routing for Unified Multimodal Models","version":2},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-07-03T23:15:09.253879Z"},"links":{"cited_paper":"/paper/2506.18898","citing_paper":"/paper/2606.23041"},"observation_digest":"sha256:06c515ac67d450ba342c89d63bcb46652bc9fe392ab23ceff0c50b03aff832e2","observation_id":"68c228fb-b342-4ecd-a447-7130a6b32ea9","resolution":{"observed_at":"2026-07-03T23:19:02.609070Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2506.18898","last_updated":"2025-06-23T17:59:14Z","snapshot_observed_at":"2026-07-06T21:46:30.250293Z","submitted_at":"2025-06-23T17:59:14Z","title":"Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations","version":1},"cited_work":{"arxiv_id":"2506.18898","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2506.18898","snapshot_observed_at":"2026-07-04T10:09:44.750475Z","title":"Vision as a dialect: Unifying visual understanding and generation via text-aligned representations.arXiv preprint arXiv:2506.18898","venue":null,"work_id":"eeaabcd0-b12e-4324-88d6-d54239671f08","year":2025},"citing_paper":{"arxiv_id":"2606.31326","last_updated":"2026-06-30T08:29:29Z","snapshot_observed_at":"2026-07-07T00:05:02.977105Z","submitted_at":"2026-06-30T08:29:29Z","title":"Bridging Video Understanding and Generation in a Unified Framework","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-07-01T05:57:54.653504Z"},"links":{"cited_paper":"/paper/2506.18898","citing_paper":"/paper/2606.31326"},"observation_digest":"sha256:336931174d9568e91f8074567651516d90298d799980405aa7111a51ae4dac97","observation_id":"6c72ffd8-1e11-45b2-ab65-c76324a081ef","resolution":{"observed_at":"2026-07-01T10:05:40.345861Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2506.18898","last_updated":"2025-06-23T17:59:14Z","snapshot_observed_at":"2026-07-06T21:46:30.250293Z","submitted_at":"2025-06-23T17:59:14Z","title":"Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2506.18898","snapshot_observed_at":"2026-08-01T05:45:47.428321Z","title":"Vision as a dialect: Unifying visual understanding and generation via text-aligned representations","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.22148","last_updated":"2026-07-24T09:47:32Z","snapshot_observed_at":"2026-08-05T13:34:18.996225Z","submitted_at":"2026-07-24T09:47:32Z","title":"dRAE: Representation Autoencoder with Hyper-Spherical Codes","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-01T05:45:47.428321Z"},"links":{"cited_paper":"/paper/2506.18898","citing_paper":"/paper/2607.22148"},"observation_digest":"sha256:65706bb4c9729e4ff8afcb166d3a0f5b31765f944fd7c096b17003d44b7c1ce6","observation_id":"06e61899-6925-4113-a9e1-dfd30d2ed4e2","resolution":{"observed_at":"2026-08-01T05:45:47.428321Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2506.18898","last_updated":"2025-06-23T17:59:14Z","snapshot_observed_at":"2026-07-06T21:46:30.250293Z","submitted_at":"2025-06-23T17:59:14Z","title":"Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2506.18898","snapshot_observed_at":"2026-08-01T02:14:09.690130Z","title":"arXiv preprint arXiv:2506.18898 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.25527","last_updated":"2026-07-28T10:12:06Z","snapshot_observed_at":"2026-08-03T21:55:22.610961Z","submitted_at":"2026-07-28T10:12:06Z","title":"Argus-Unified: Towards A Compact and Economical Unified Model for Image Understanding and Generation","version":1},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-08-01T02:14:09.690130Z"},"links":{"cited_paper":"/paper/2506.18898","citing_paper":"/paper/2607.25527"},"observation_digest":"sha256:8a5c055243a31f832afc1e8c7e7164983ad209d563bba564f1a7d916822c6c74","observation_id":"5376db81-4679-4749-aa0f-5ca47ef27479","resolution":{"observed_at":"2026-08-01T02:14:09.690130Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2506.18898/citation-record","integrity":"/paper/2506.18898/integrity","json":"/paper/2506.18898/citation-record.json","paper":"/paper/2506.18898"},"outbound":[],"paper":{"arxiv_id":"2506.18898","last_updated":"2025-06-23T17:59:14Z","latest_version":1,"primary_category":"cs.CV","snapshot_observed_at":"2026-07-06T21:46:30.250293Z","submitted_at":"2025-06-23T17:59:14Z","title":"Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations"},"reference_resolution":{"displayed":0,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":0,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":0},"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":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"thesis":"As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 19 inbound Pith citation observations for arXiv:2506.18898."}