{"as_of":"2026-08-11T11:02:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:5d397dcd3c3d868f5acbab23fd6d6005f0194bd30cb220ce72bcb486ecd7fddc","coverage":[{"denominator":47,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":47,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T19:43:09.882883Z","state":"measured"},{"denominator":47,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":47,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-11T06:34:44.6726+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/2502.10047/citation-record","integrity":"/paper/2502.10047/integrity","json":"/paper/2502.10047/citation-record.json","paper":"/paper/2502.10047"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T19:43:10.699085Z","title":"A survey of vision-based traffic monitoring of road intersections,","venue":null,"work_id":"5d4e3bb7-9204-4c98-834f-a4f75bd69cef","year":2016},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.658164Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:9342d6f31f60e5981d959b22559ce378b2b38c14ed740a643a1125debd69a938","observation_id":"e6ca1531-82c1-47ba-b53b-c1a986c2fec1","resolution":{"observed_at":"2026-08-07T19:43:10.704423Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.679319Z","title":"A Guide to Video Analytics: Applications and Opportuni- ties,","venue":null,"work_id":"ed858fdf-a6c9-4aa0-aaef-d2bd8d232cb5","year":2023},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.663877Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:2d7f38c32601834470ef9a9cb6dfd171c8c67602b0a0c848cc7c99e8a13bc47c","observation_id":"0683d4ee-ab01-4869-83a6-06029d8d882b","resolution":{"observed_at":"2026-08-07T19:43:10.686960Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.663926Z","title":"Video Analytics in Practical AI Applications [2024 Guide],","venue":null,"work_id":"b4340b78-7741-4a0e-a25f-56a6dc9ee8af","year":2024},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.670706Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:e965be3cc5d79545761b8d87c93915fb7ded6a0a676efc7f7c78d2701c58e794","observation_id":"4f78f100-57c4-4c8c-9143-6cf5672e58c9","resolution":{"observed_at":"2026-08-07T19:43:10.668870Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.647824Z","title":"An image is worth 16x16 words: Transformers for image recognition at scale,","venue":null,"work_id":"0a0dfb83-0247-4775-bae5-1eb94bc041fc","year":2021},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.676457Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:3c63af328f327f63d1ada52c0743d0bf791e47f4d8490bdaf191fc5c292d6198","observation_id":"6220d2cf-1fe1-4452-8682-54789bf970f8","resolution":{"observed_at":"2026-08-07T19:43:10.653161Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.632928Z","title":"Exploring plain vision transformer backbones for object detection,","venue":null,"work_id":"0021d724-9801-4dd4-969c-45b67f6f466a","year":2022},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.683832Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:f8e6c2175a06e9e3175da6039ef0d99208cffea4cd82f25593cbf37e2598a2b1","observation_id":"ca75d630-c4fc-47a3-bcd4-06a354a69e61","resolution":{"observed_at":"2026-08-07T19:43:10.637922Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.615542Z","title":"Semantic segmentation using Vision Transformers: A survey,","venue":null,"work_id":"e2947ce4-4e85-44c1-8437-fb4889e04cf1","year":2023},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.689828Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:626b9cdfd893ae9c88e3547b40b12b4ec2b5a85624672f6dec44165d9a053c9b","observation_id":"7f54d85a-100b-486c-b4fc-4b43d13f2961","resolution":{"observed_at":"2026-08-07T19:43:10.621066Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.597701Z","title":"Videomae v2: Scaling video masked autoencoders with dual masking,","venue":null,"work_id":"02bb8dfe-7d44-4cdb-8eed-3be1d4562923","year":2023},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.695629Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:fde0ea8dbfbd520c428942e72a1c11e25e70c4afabb6307eb2e4ea78182541a0","observation_id":"b3a92702-0ac8-40cf-afba-ab0a833fa31d","resolution":{"observed_at":"2026-08-07T19:43:10.603887Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.579168Z","title":"Transformers in Vision: A Survey,","venue":null,"work_id":"bf5d40d9-cbd2-4f18-8e7a-e4155c3e143a","year":2022},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.700380Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:251f75387d46959faa750b6a0d230ecc196fd21912f80e86d12e2667923aa4db","observation_id":"a752fde7-43e7-472f-9b34-5e27620c1979","resolution":{"observed_at":"2026-08-07T19:43:10.585411Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.560510Z","title":"A survey on vision transformer,","venue":null,"work_id":"21551a37-341a-4099-8b65-034862655663","year":2022},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.705166Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:44d1acf096f649f0be5da63a2a249a41daeaf32fce3d706fbc56d256c7e03a2c","observation_id":"3b5cbb30-558f-44b5-88bd-0a3adc5bb8d9","resolution":{"observed_at":"2026-08-07T19:43:10.565293Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.544658Z","title":"MMClassification,","venue":null,"work_id":"fd6235c7-3ae4-42aa-8a0f-ee8edab2838a","year":2020},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.710246Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:fe0a86a7b3366affb854b2b4ef708abbcfb5c4ef2ac5d856dba9e9401cf232a1","observation_id":"50c516ef-3e4f-45bb-91b3-161fd8ccc4ed","resolution":{"observed_at":"2026-08-07T19:43:10.549668Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.527010Z","title":"Learning Efficient Vision Transformers via Fine-Grained Manifold Distillation,","venue":null,"work_id":"d5e1b667-3a10-4265-856a-bd998a9829e6","year":2022},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.715270Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:2059a151cf6454ea835d012c0bb3addaf50e65ebdee52af757c0ef5c2e27f18c","observation_id":"b40921ac-46d1-4a73-932e-46e37297e72a","resolution":{"observed_at":"2026-08-07T19:43:10.532307Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.509017Z","title":"SA ViT: Structure-Aware Vision Transformer Pruning via Collaborative Optimization,","venue":null,"work_id":"ca48e5f2-8e60-4f80-a4a4-0624c36de31f","year":2022},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.719653Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:9698ad8b5265ddb9c1ab3c787dfb57a44aade48c2f5417173b9bdfc0bd6184b3","observation_id":"a225a792-e40c-4b9e-b9de-5428d49f76de","resolution":{"observed_at":"2026-08-07T19:43:10.514989Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.487328Z","title":"PTQ4ViT: Post-training Quantization for Vision Transformers with Twin Uniform Quantization,","venue":null,"work_id":"72ac22e1-076e-4b67-b658-641351b78e96","year":2022},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.724246Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:1d1152f2d3102e2782f71211fe05e9ac9f51932fc95dbe833a49cea3ed94b29c","observation_id":"02b7c359-bba6-4220-9966-17915e763759","resolution":{"observed_at":"2026-08-07T19:43:10.494514Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.464990Z","title":"ShiftAddNAS: Hardware- inspired search for more accurate and efficient neural networks,","venue":null,"work_id":"507b6f07-10d7-4892-8673-30baeefa7fb4","year":2022},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.728361Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:6e9f7c8aecc65cd3c68c4bbdb85cc4bbf67ee673971c301e8d9c211af7b4558b","observation_id":"436c5f2c-6057-4a1e-9af7-0c2267aea0fb","resolution":{"observed_at":"2026-08-07T19:43:10.470736Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.449675Z","title":"MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer,","venue":null,"work_id":"af894b1e-f034-479d-8840-7f917ed6c9da","year":2022},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.732483Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:00780f8dd2943969955c682fba038d5067c08191dcd34348cea11fe5fd2a7a85","observation_id":"d27d8af9-b303-4099-ba57-d96c18c8b505","resolution":{"observed_at":"2026-08-07T19:43:10.454531Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.434258Z","title":"Decomposable Intelligence on Cloud-Edge IoT Framework for Live Video Analytics,","venue":null,"work_id":"84655903-5b96-4679-a2b1-9b02ce502856","year":2020},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.737001Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:cffbfa2ecbf22b86cab164f021704c57a636154c1af1c66f128f3176870aba18","observation_id":"7469e850-f026-4c9a-a458-c674998c237e","resolution":{"observed_at":"2026-08-07T19:43:10.439641Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.418784Z","title":"SPINN: Synergistic progressive inference of neural networks over device and cloud,","venue":null,"work_id":"dbce3d14-b9a8-4ea4-9be0-692a61e2effe","year":2020},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.741231Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:89500bc9760d95a708f5cfa381a32aaefe3a2a02753fe6409bc19e9c4951b48a","observation_id":"13062d8a-f574-4849-b480-98b73c6b4a7e","resolution":{"observed_at":"2026-08-07T19:43:10.423878Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.402873Z","title":"Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge,","venue":null,"work_id":"1fa39554-8243-484c-ad26-e262f4d1153c","year":2017},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.745785Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:80c1d9e1600ff50de3741acffa112a44d38badedc15bcbbbb30d93163bad00d0","observation_id":"6ff409be-c56f-4581-b2f5-e54137c51893","resolution":{"observed_at":"2026-08-07T19:43:10.408106Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.384876Z","title":"CNNPC: End- Edge-Cloud Collaborative CNN Inference With Joint Model Partition and Compression,","venue":null,"work_id":"c4c3bdf5-30aa-487b-a370-a2275a349554","year":2022},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.750011Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:318fd238ea6c6103fe270609dc15f85201674e7d6f89fdfd535d4d888be23c70","observation_id":"1046b6c1-50b8-4912-9333-ccfa83ae4511","resolution":{"observed_at":"2026-08-07T19:43:10.390563Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.367738Z","title":"Lzw data compression,","venue":null,"work_id":"f168d894-383f-4328-985c-3f23ffb51cd1","year":1989},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.754378Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:4490b92cbcdd0761eff656fdc1cb78a8028f394b10dd403607436afa5a6e70e4","observation_id":"617f56f5-9266-4a1e-a648-5ad8c678a72e","resolution":{"observed_at":"2026-08-07T19:43:10.373136Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.351328Z","title":"Ofcom Publish Benchmarks of UK 5G, 4G and 3G Mobile Networks,","venue":null,"work_id":"247c682b-399b-4976-8239-6d54a7175b8a","year":2023},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.759432Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:52a7e75d96747b0104c1e0efc4ce95727b392d9d955dfd21d3ab08497efe6ed1","observation_id":"a847a1f6-e4da-47e6-b1fe-5af4191decc3","resolution":{"observed_at":"2026-08-07T19:43:10.356415Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.335114Z","title":"An in-depth study of uplink performance of 5G mmWave networks,","venue":null,"work_id":"3ed82532-28eb-44da-b432-524cceb9d9a1","year":2022},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.763784Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:7aaeca39a76ebf8b3e03f146ee292c636fdb40a501daa658b82f552ae720f695","observation_id":"c8cba764-79a3-4ca8-ab67-820acc1662d9","resolution":{"observed_at":"2026-08-07T19:43:10.340252Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.317769Z","title":"Imagenet: A large-scale hierarchical image database,","venue":null,"work_id":"3c062433-275f-4a1c-b5e7-d8d63a5d34b2","year":2009},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.768192Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:39651ef90ad0c44ceca3f0daf1dc480e4dbc7f7a8cf4afa7865c85dbbcbefffb","observation_id":"6c4024f1-d3cb-49e8-af03-4ac504f71fb5","resolution":{"observed_at":"2026-08-07T19:43:10.323162Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.300844Z","title":"Distilled Split Deep Neural Networks for Edge-Assisted Real-Time Systems,","venue":null,"work_id":"8ec12650-da34-4457-9fcb-35d52c03a9ba","year":2019},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.772365Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:9ab1e720cd6282edc39d2ff00d8ccad4f0fbe9d3bcf4d002e96122ebdf9bc5bc","observation_id":"b8ffcc6c-2ef9-4acb-903f-18448358e235","resolution":{"observed_at":"2026-08-07T19:43:10.306381Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.280373Z","title":"A Reconfigurable Neural Ar- chitecture for Edge–Cloud Collaborative Real-Time Object Detection,","venue":null,"work_id":"15e1dc34-85bc-4064-8245-3536253961bb","year":2022},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.776681Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:60049de8233fd7529ea1dc26eb55ae5423df67e2d54ef9b5cae81d896603b3ca","observation_id":"b6acdf93-17b6-44e9-ad5d-c7ce24992359","resolution":{"observed_at":"2026-08-07T19:43:10.285978Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.264193Z","title":"Adaptive Token Sampling for Efficient Vision Transformers,","venue":null,"work_id":"de3c2b3d-810d-4d88-af69-9cdf206c0760","year":2022},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.781730Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:1a28bb13399aa39fa512582a8b6ad5c28fe8b00aec2eca7ce7443e87fea38752","observation_id":"b9e129e0-0166-4a43-b852-263a4a036346","resolution":{"observed_at":"2026-08-07T19:43:10.269243Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.248919Z","title":"Token Merging: Your ViT But Faster,","venue":null,"work_id":"246cad33-5946-4f43-97ee-e8f700938b0f","year":2023},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.786051Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:ec53073104e4d1f50252870a325ec1e818f66112139281be3f72b4ec27636633","observation_id":"df98aac6-e052-4ecf-801a-7847f4cfe6e1","resolution":{"observed_at":"2026-08-07T19:43:10.253837Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.233409Z","title":"Improving fairness, efficiency, and stability in http-based adaptive video streaming with festive,","venue":null,"work_id":"d4735d35-4e71-4b79-98c3-b8cd9366c2bb","year":2012},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.790343Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:9d60bb3cf0f293fa6f7762321ad48c078b5c625d056249e6837bdebf47aa5006","observation_id":"9dc231cf-9d5d-40f4-b293-4279ac933c06","resolution":{"observed_at":"2026-08-07T19:43:10.238505Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.217741Z","title":"OpenCV - Open Computer Vision Library,","venue":null,"work_id":"331fc706-1371-4817-a8d8-c867d033fc77","year":2024},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.795172Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:24c5630067f477a92a840951e86ffb5be070f66775dfb8f9beab10ea3e9a1434","observation_id":"6a238989-e843-47a0-9565-bca2ac937cb8","resolution":{"observed_at":"2026-08-07T19:43:10.222664Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.192502Z","title":"Pytorch Image Models (timm) | timmdocs,","venue":null,"work_id":"8b4b8812-fc04-42ed-af74-2e3943c21280","year":2024},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.800295Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:6d2e08876a0f0bb81505b47a58629d2c25446fc0d7464c542e43a7dcbcdf57c9","observation_id":"6982de04-4856-4029-a42b-39c14626442c","resolution":{"observed_at":"2026-08-07T19:43:10.198716Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.173772Z","title":"NVIDIA Jetson Orin,","venue":null,"work_id":"32efee97-e85e-4997-b808-4f348ce32680","year":2024},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.804937Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:9db864044c40317a1d231feb2efac48bca9b7b3049d0965322f6ad088bf3b65c","observation_id":"5f6267d1-15f0-4d29-98a2-d4fdeeaf9677","resolution":{"observed_at":"2026-08-07T19:43:10.179919Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.155337Z","title":"Elastic Compute Service,","venue":null,"work_id":"1aab80a4-8308-4842-945f-2502862aabcf","year":2024},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.809534Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:33f09e6bd56d3b7f66771563d9e4f833944b8c4900f109bb5497ae8a364762ee","observation_id":"0addad24-bde6-4eb7-be63-4f1537642c09","resolution":{"observed_at":"2026-08-07T19:43:10.160556Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1705.06950","last_updated":"2017-05-19T12:07:01Z","snapshot_observed_at":"2026-08-08T17:46:50.107463Z","submitted_at":"2017-05-19T12:07:01Z","title":"The Kinetics Human Action Video Dataset","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1705.06950","snapshot_observed_at":"2026-08-07T19:43:09.813807Z","title":"The kinetics human action video dataset,","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.813807Z"},"links":{"cited_paper":"/paper/1705.06950","citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:76168d7e164e2f1c08e3c0562d2373315bca42543f4cfb5cd91361354e8d6340","observation_id":"cd7bdd5f-97f7-4d77-81f7-5f8ae25c411d","resolution":{"observed_at":"2026-08-07T19:43:09.813807Z","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":"2026-08-07T19:43:10.140129Z","title":"Masked Autoencoders As Spatiotemporal Learners,","venue":null,"work_id":"07118908-c85b-43d4-b3bd-a6f3927d4723","year":2022},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.819425Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:e694dd8002ce29fbf7eda642a1b52c9c4713fc65006b9ae9a21d29223183a595","observation_id":"fd44a12c-9c23-4924-a194-c46d08291b00","resolution":{"observed_at":"2026-08-07T19:43:10.145056Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.125190Z","title":"IA-RED ˆ2: Interpretability-Aware Redundancy Reduction for Vision Transformers,","venue":null,"work_id":"a978179a-a05e-4263-85c1-889ee9ee6b07","year":2021},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.824435Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:d220f20a989d6f29a531dc76681f8fdef70f44f77597fd0de69c48a449a2c795","observation_id":"2f8bef32-1b8b-437b-bf47-edee9ba65936","resolution":{"observed_at":"2026-08-07T19:43:10.130179Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.109811Z","title":"Patch slimming for efficient vision transformers,","venue":null,"work_id":"1eb655bd-f703-48f5-8a55-bfe11e2dd9fa","year":2022},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.829348Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:eae7297d105c4a263cc14ff9810e4ea6b52702a960a9ef01bc4d85947ba742cc","observation_id":"861ee4a2-994d-483e-8568-8cd7e15a525e","resolution":{"observed_at":"2026-08-07T19:43:10.114941Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.094652Z","title":"Evo-vit: Slow-fast token evolution for dynamic vision transformer,","venue":null,"work_id":"d14e1535-f47c-434a-b4be-9f47724ed9f2","year":2022},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.834490Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:234ebcf6d50ac9d58252f661b845f3d836f029ed558decf2209351903b8fa5c9","observation_id":"188f8bca-7e39-425e-8f70-5b494543c1af","resolution":{"observed_at":"2026-08-07T19:43:10.099719Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.078298Z","title":"Width & depth pruning for vision transformers,","venue":null,"work_id":"f2d84b01-249a-4490-b624-777515347b8b","year":2022},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.839273Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:fbd321162a2f42625d4ae0c9ef3d6a4570910f5c23c73a8cc71301f0ea86bb44","observation_id":"1f7d627b-70f4-4cf5-9540-995461a00757","resolution":{"observed_at":"2026-08-07T19:43:10.083699Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.061992Z","title":"PSAQ-ViT V2: Toward Accurate and General Data-Free Quantization for Vision Transformers,","venue":null,"work_id":"a5c9936e-6984-4e27-8007-46f519f313c1","year":2023},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.844165Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:3d49f1e4cf226643b2603e2261e7fb96ef455be7ac6d3c8486ac99771e624dc9","observation_id":"60d71e64-814c-4e42-b394-452c4d27ad03","resolution":{"observed_at":"2026-08-07T19:43:10.067167Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.046789Z","title":"Lite vision transformer with enhanced self-attention,","venue":null,"work_id":"e495a63b-111c-4b42-bce3-7be13ea954e1","year":2022},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.849102Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:5a4046de51e1df626b421c69084f50f8eb08692a3dbe3f56a9f487d8219e3f14","observation_id":"9c952f11-084d-4606-bdbb-90c6664213bf","resolution":{"observed_at":"2026-08-07T19:43:10.051655Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.031494Z","title":"In-situ ai: Towards autonomous and incremental deep learning for iot systems,","venue":null,"work_id":"ea0e1b71-24eb-4893-8b72-b8e6f525ab06","year":2018},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.853880Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:b109aa59c2946a622f5c17fc0c6eeeb77b4a51c1afcb5e8818eee81dc5058bd4","observation_id":"ef59d8d5-9fa7-4031-8e81-1b30248d5c1e","resolution":{"observed_at":"2026-08-07T19:43:10.036524Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:10.015122Z","title":"Computation Offload- ing for Machine Learning Web Apps in the Edge Server Environment,","venue":null,"work_id":"8f861287-e584-4745-8f6a-e6968d3638d2","year":2018},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.858722Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:c543a4a3358b04913ec7e5e671cf735beedc26f0ccca4758740e273057663883","observation_id":"6840ba85-975f-4310-a4df-4a6590975fd4","resolution":{"observed_at":"2026-08-07T19:43:10.020202Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:09.997539Z","title":"Dynamic adaptive DNN surgery for inference acceleration on the edge,","venue":null,"work_id":"18a80c65-3eba-4aa2-ace8-7f527b2bbcf7","year":2019},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.863432Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:3d860d2ac858f8252d7e33fbe993c0c29d9fc920f02f767088484976cbda8a63","observation_id":"42b0710e-3d86-4a33-b1bb-46335931c41f","resolution":{"observed_at":"2026-08-07T19:43:10.003300Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:09.981952Z","title":"Boomerang: On-Demand Cooperative Deep Neural Network Inference for Edge Intelligence on the Industrial Internet of Things,","venue":null,"work_id":"8410a940-af98-4ee0-9679-79d095bd6475","year":2019},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.868343Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:3508dbdb01e0e917acf2d23df3345054e5db7395228a4a708b816f723e4a3262","observation_id":"efd1cc96-078c-4c00-8bce-96ee448a7fb4","resolution":{"observed_at":"2026-08-07T19:43:09.986538Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:09.966235Z","title":"Edge AI: On-Demand Accelerat- ing Deep Neural Network Inference via Edge Computing,","venue":null,"work_id":"c175907a-c532-40dd-9916-8e793cdc4254","year":2020},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.873344Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:6e8448f62b2072050befdd737f99ce7bafe52b36d3a3ebcb16355fb781449d4f","observation_id":"db92f2f1-b1d1-4fdc-b905-ce1497086ea5","resolution":{"observed_at":"2026-08-07T19:43:09.971616Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:09.950104Z","title":"Fine-grained elastic partitioning for distributed dnn towards mobile web ar services in the 5g era,","venue":null,"work_id":"7882973f-dbc3-4fe2-af6f-2efd68276fd2","year":2022},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.878095Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:646c29cb6ae2b36c223e83a49255cfc43b49db5b486167fc6506ed14c4055650","observation_id":"9b4f03d5-923e-4e5c-a7ba-fa3a45156cb6","resolution":{"observed_at":"2026-08-07T19:43:09.955641Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-07T19:43:09.932383Z","title":"Towards cloud- edge collaborative online video analytics with fine-grained serverless pipelines,","venue":null,"work_id":"4d8501ae-f5ed-412c-b2f9-b4c7e0a7ae2c","year":2021},"citing_paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-07T19:43:09.882883Z"},"links":{"citing_paper":"/paper/2502.10047"},"observation_digest":"sha256:128201a7cb7749cef5b5cdc7e2358e7614acbf0565e29ec54494be3f4f7ff8c5","observation_id":"903f0421-c477-4699-ad42-6ec1868d8d7e","resolution":{"observed_at":"2026-08-07T19:43:09.939510Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2502.10047","last_updated":"2025-02-14T09:49:52Z","latest_version":1,"primary_category":"cs.DC","snapshot_observed_at":"2026-08-07T19:34:18.098164Z","submitted_at":"2025-02-14T09:49:52Z","title":"Janus: Collaborative Vision Transformer Under Dynamic Network Environment"},"reference_resolution":{"displayed":47,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":1,"verified_exact":0,"verified_fuzzy":46},"total_outbound_references":47},"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":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"thesis":"As of 11 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2502.10047."}