{"as_of":"2026-08-18T20:06:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:aea34a72ad195c31b5e85131808e70f319419607734c683a573d25ee68489cec","coverage":[{"denominator":43,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":43,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-15T18:00:29.136627Z","state":"measured"},{"denominator":43,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":43,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-18T06:34:40.430872+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2507.19292/citation-record","integrity":"/paper/2507.19292/integrity","json":"/paper/2507.19292/citation-record.json","paper":"/paper/2507.19292"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T18:00:30.630699Z","title":"Teach: Temporal action composition for 3d hu- mans","venue":null,"work_id":"6b7fa6dd-add0-451c-8521-195966f1e886","year":2022},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:28.670800Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:22f0c2a68d3d20ba50436bdc95b34a4266ab68b011d9b84027b5a68ac9fa4449","observation_id":"19932259-8d91-4002-acab-5c0e364783c6","resolution":{"observed_at":"2026-08-15T18:00:30.646920Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T18:00:30.583711Z","title":"Seamless human motion composition with blended posi- tional encodings","venue":null,"work_id":"036bb645-91ce-42f3-a747-04c5310b6d77","year":2024},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:28.678815Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:b6ad6fbde21ed30d6224d88d227d2ba7161be300c24cf3980693267a62774439","observation_id":"ab512999-e4d5-4885-8f5e-a4c94aaea286","resolution":{"observed_at":"2026-08-15T18:00:30.599158Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T18:00:30.556546Z","title":"Attend-and-excite: Attention-based se- mantic guidance for text-to-image diffusion models","venue":null,"work_id":"36c9de63-b934-41dc-98cd-4aabdc2af90e","year":2023},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:28.686997Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:8a125ad0da9de08207af83ab7f9f2af3a665d1842f9354e7ba5bf33708022527","observation_id":"c131a300-eec2-47df-af8e-1cc099c14247","resolution":{"observed_at":"2026-08-15T18:00:30.563854Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T18:00:30.527521Z","title":"Executing your commands via motion diffusion in latent space","venue":null,"work_id":"088c45b3-bbd6-43f5-95d0-217ab9889af6","year":2023},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:28.694080Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:00b24416b32c60637383abe4b303c197734fd58d4c70f5da882fbc45c014c3df","observation_id":"94990bcd-5c21-401e-a784-e9530979769a","resolution":{"observed_at":"2026-08-15T18:00:30.537626Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T18:00:30.482100Z","title":"Motionlcm: Real-time controllable motion generation via latent consistency model","venue":null,"work_id":"099780c1-277b-4db4-818a-d2915f3c3ac0","year":null},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:28.700542Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:a7399bca61e6c9b5c16402112f9715ee11572326ef0fe08f2ee0cef80685256d","observation_id":"8c36ab92-ef9e-4fa4-a2cc-2fbca4bf0443","resolution":{"observed_at":"2026-08-15T18:00:30.504064Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T18:00:30.447672Z","title":"Freemotion: A unified framework for number- free text-to-motion synthesis","venue":null,"work_id":"b60b763d-a45d-47d3-a947-777f9f23ac5e","year":2024},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:28.718531Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:540d1b4c8d14173dafb53c0bf9bd95febbb6ab2c775b63cbf0acf86c18290e41","observation_id":"b25f42ce-c6bc-49d7-b36b-db26c1b25afa","resolution":{"observed_at":"2026-08-15T18:00:30.458140Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T18:00:28.735973Z","title":"Synthesis of compositional animations from textual descriptions","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:28.735973Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:113574a31d22745ccbe1f42536cfb2437b33d64828563aa5ea7fdcca3bdd859f","observation_id":"8f7be344-fc13-4163-bf87-da80d331b6b7","resolution":{"observed_at":"2026-08-15T18:00:28.735973Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T18:00:28.748240Z","title":"Generating diverse and natural 3d human motions from text","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:28.748240Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:9a92b1d6dc2158f3c760517986a20afacacf4e12e888fd832d43076f5c4f5a17","observation_id":"438ace07-1d6f-487b-803a-e6c7a96a93c2","resolution":{"observed_at":"2026-08-15T18:00:28.748240Z","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":"2026-08-15T18:00:30.367402Z","title":"Momask: Generative masked mod- eling of 3d human motions","venue":null,"work_id":"d751f215-36ab-4014-8ea4-8fd9d6d31418","year":2024},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:28.756848Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:a1f6ab2f5492606c3826789c8f5ab0b5b6906d883fa7192b33aa89a951dcb4d1","observation_id":"10283999-7dfc-413b-9865-a20b011376ca","resolution":{"observed_at":"2026-08-15T18:00:30.379534Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T18:00:30.329656Z","title":"Initno: Boosting text-to-image diffu- sion models via initial noise optimization","venue":null,"work_id":"2f097dcb-ff3d-4174-9fa6-b061d8760326","year":2024},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:28.765824Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:375b466fd377dd34fd9cff3620b6217de93f01505e389fbb098addf1460b52c1","observation_id":"837066bd-6708-4a39-9fd1-cdb00484a672","resolution":{"observed_at":"2026-08-15T18:00:30.344823Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T18:00:28.773523Z","title":"Denoising dif- fusion probabilistic models","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:28.773523Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:945a8ed4a8d8d0a6b3377bd3bd2b00a52484990d46b4d74a500b9416c3b4b753","observation_id":"48067442-306c-4e4e-8e0a-a45cd33e5041","resolution":{"observed_at":"2026-08-15T18:00:28.773523Z","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":"2026-08-15T18:00:30.270462Z","title":"Learned motion matching","venue":null,"work_id":"076f6052-fdcf-4050-950b-8745e112eab8","year":2020},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:28.785466Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:b0b39480b91f02f56b8e68891710da4de75dde85ef6849556a590d5ba2af17d2","observation_id":"cc1b2a98-d354-462a-83bb-031e45403b12","resolution":{"observed_at":"2026-08-15T18:00:30.281056Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2410.10010","last_updated":"2025-03-02T07:42:20Z","snapshot_observed_at":"2026-08-16T13:09:50.215188Z","submitted_at":"2024-10-13T21:11:04Z","title":"InterMask: 3D Human Interaction Generation via Collaborative Masked Modeling","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.10010","snapshot_observed_at":"2026-08-15T18:00:28.800289Z","title":"Intermask: 3d human interaction genera- tion via collaborative masked modelling","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:28.800289Z"},"links":{"cited_paper":"/paper/2410.10010","citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:7c23de25130172d5750b63129a24c1febbaf8f68cfb48523e717f8d62937351e","observation_id":"6559bbb0-bfa7-49b0-875d-8384f52425fb","resolution":{"observed_at":"2026-08-15T18:00:28.800289Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2211.15603","last_updated":"2023-03-07T06:14:56Z","snapshot_observed_at":"2026-08-16T16:12:42.518899Z","submitted_at":"2022-11-28T17:57:48Z","title":"Action-GPT: Leveraging Large-scale Language Models for Improved and Generalized Action Generation","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2211.15603","snapshot_observed_at":"2026-08-15T18:00:28.812637Z","title":"Action-gpt: Leveraging large-scale language models for improved and generalized zero shot ac- tion generation","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:28.812637Z"},"links":{"cited_paper":"/paper/2211.15603","citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:1c43dba828848fa9cde5e9f444679581bc0f2ce793ad049fac313c3ae15450ba","observation_id":"6018c5ae-b132-47e5-8d3b-f4093c25611b","resolution":{"observed_at":"2026-08-15T18:00:28.812637Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T18:00:28.824175Z","title":"Guided motion diffusion for controllable human motion synthesis","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:28.824175Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:b4d7e8a4814034cdce85d708888c8a2b190ac87a53d1ae41ab11e7889e1e730b","observation_id":"78d02ddd-a82f-447e-ac4f-e3a9f75c3177","resolution":{"observed_at":"2026-08-15T18:00:28.824175Z","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":"2026-08-15T18:00:30.210097Z","title":"Op- timizing diffusion noise can serve as universal motion priors","venue":null,"work_id":"6f1d60a9-9487-4f53-a2eb-87cc22b85422","year":2024},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:28.832529Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:c38015d60c624e9b1daececbee4adc1da9377fb803b52261caf63fcf74e4abb7","observation_id":"bd028a7f-16d7-402d-a8d5-a5760b1d4e03","resolution":{"observed_at":"2026-08-15T18:00:30.219494Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T18:00:30.164249Z","title":"Interhandgen: Two-hand interaction generation via cascaded reverse diffusion","venue":null,"work_id":"06bdb345-ae5c-444a-9daa-cf79002615ef","year":2024},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:28.838689Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:63729bf23b203c5e1308d1dc9ed2689b7b5e541011da089a218d633df7f3bfc8","observation_id":"6d441221-f4b4-428c-a901-2dea991e0a28","resolution":{"observed_at":"2026-08-15T18:00:30.175186Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T18:00:30.116999Z","title":"T2lm: Long-term 3d human mo- tion generation from multiple sentences","venue":null,"work_id":"ad558c54-aae1-444c-a22d-de2322a4a2fb","year":2024},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:28.854657Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:6d9aa3850df040848539ce043c9351b33fc1b7828e7f66f961b5f8861094d3c7","observation_id":"41f974c4-93fc-4b23-8245-abd30de1ec09","resolution":{"observed_at":"2026-08-15T18:00:30.131680Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T18:00:30.083682Z","title":"Intergen: Diffusion-based multi-human motion genera- tion under complex interactions","venue":null,"work_id":"8f1a2c99-2d4a-4a94-b2ce-e90c87772e3e","year":2024},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:28.865369Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:f3fb9b700e76b9699a1f2c4a40ff671fce7451ddabcffecd25b92f78a41b4dd2","observation_id":"9dcff5d2-2b1c-4d7b-a0b2-1e09fbe7eb89","resolution":{"observed_at":"2026-08-15T18:00:30.099556Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T18:00:30.051137Z","title":"Programmable motion generation for open- set motion control tasks","venue":null,"work_id":"839ce3a7-054f-4216-a20f-ebdeb0ff9289","year":2024},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:28.874551Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:6479da70fa6f2927fba5befd654c85ca5861f472c18a8c08150eb8798e84631f","observation_id":"f0ac315c-59b9-45c6-967f-7127e3882c67","resolution":{"observed_at":"2026-08-15T18:00:30.057939Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T18:00:30.020868Z","title":"Smpl: A skinned multi- person linear model","venue":null,"work_id":"2ebf9757-00ae-4d97-b75a-4da4b127350e","year":2015},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:28.888864Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:f0ba54950b4194fc2630ab3b738d7b49810975c7d096dee3e995aac92a34241d","observation_id":"cadcdfc1-f2e8-4c10-aae6-c6d71c56ccf8","resolution":{"observed_at":"2026-08-15T18:00:30.029289Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T18:00:29.971847Z","title":"Black, and G ¨ul Varol","venue":null,"work_id":"cd2d9c8b-b292-4a9c-b185-ddcc9417a33a","year":2021},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:28.903232Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:cd6b4290b7063941ff5e91adb3c92afdb414d85558f7e0d996addcc69a47500b","observation_id":"9f18edec-bc2d-409b-8eb3-4861c6f0a919","resolution":{"observed_at":"2026-08-15T18:00:29.985552Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T18:00:29.930914Z","title":"Temos: Generating diverse human motions from textual descriptions","venue":null,"work_id":"ba0915f2-a5fc-4a55-869b-6406d172bc2f","year":2022},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:28.917999Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:919f7221b4f0da912f535190c88d0ae9fab671f264a5c3096383b080fce24c16","observation_id":"34c7e5f5-7fa8-456f-ae4e-07f4cd0300b4","resolution":{"observed_at":"2026-08-15T18:00:29.943648Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T18:00:29.894608Z","title":"Mmm: Generative masked motion model","venue":null,"work_id":"7fb8a787-4b51-4ca7-ba7a-9342a52619f4","year":null},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:28.925588Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:d79d7250251a12b7314eaf51f8566b43cf2680ee40f1b3c6876c4163e3d5cf86","observation_id":"4e8fbf26-1174-4985-9e45-337d0bfd7911","resolution":{"observed_at":"2026-08-15T18:00:29.909589Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T18:00:28.935750Z","title":"Learning transferable visual models from natural language supervision","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:28.935750Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:890227fc8f117639b21dfbe5330ed11c7be8ce4c5abf63a8e7e248f6a8daa002","observation_id":"e5c49db1-da35-467c-add5-d32db042fd81","resolution":{"observed_at":"2026-08-15T18:00:28.935750Z","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":"2026-08-15T18:00:29.816120Z","title":"in2in: Leveraging individual information to generate human interactions","venue":null,"work_id":"05a0eaca-7b85-4c54-b5ae-e21b6bbf0505","year":2024},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:28.943931Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:f09f592d36995eba17a9b02c9885d3c58b1eec37ddf0a13dec13fe0c8be3ed92","observation_id":"22c2a05c-7613-4643-8518-7b7b503c84f1","resolution":{"observed_at":"2026-08-15T18:00:29.826383Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T18:00:29.784628Z","title":"Human motion diffusion as a generative prior","venue":null,"work_id":"0fa2f567-2662-4008-b85c-1bb513682ba1","year":2024},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:28.951604Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:cc1658089c0fd4b0c4d6dec06dd5ea8eba97b6784ef81cd58dcd0239be994a4c","observation_id":"efa44c24-b420-4c8f-9c08-6ac29c1b25e5","resolution":{"observed_at":"2026-08-15T18:00:29.792899Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T18:00:29.750928Z","title":"Towards open domain text-driven synthesis of multi-person motions","venue":null,"work_id":"3a8af151-c8b7-4339-b7e3-02ddec4ba8ff","year":2024},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:28.966852Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:fd0803d2b708e4f7a4f7cefb85c5eec0decfd44a15aed262d4ae22ddb30b4f0a","observation_id":"3898a492-df02-48dc-99c3-7b9e97cf35e2","resolution":{"observed_at":"2026-08-15T18:00:29.762754Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T18:00:28.972436Z","title":"Denois- ing diffusion implicit models","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:28.972436Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:f86a7d75d23f90254024e57de9e0925988289fb739b6a7e97e2f46c4e9606893","observation_id":"834ccc87-d827-480a-9544-22780698d314","resolution":{"observed_at":"2026-08-15T18:00:28.972436Z","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":"2026-08-15T18:00:29.678523Z","title":"Role-aware interaction generation from textual description","venue":null,"work_id":"f722f6d0-165a-4c2f-b171-ef2c53ad9866","year":2023},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:28.980084Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:069e86a726ab785210ed151865775d04e6a4ab8444bd7cabeda3e18fb9a9da21","observation_id":"49e60c71-7c57-420f-a656-58eeaf82b094","resolution":{"observed_at":"2026-08-15T18:00:29.687039Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T18:00:29.636815Z","title":"Human motion diffu- sion model","venue":null,"work_id":"8d4964e8-ae95-4bda-a2c5-13c18ea9d6b0","year":2023},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:28.987389Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:b332818f7eacc04b222f5fc5cfbc305346305377ca2bc063ca982079bea83238","observation_id":"c0568127-1875-421c-8413-d0c842cf5a15","resolution":{"observed_at":"2026-08-15T18:00:29.657370Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T18:00:29.599603Z","title":"Karen Liu","venue":null,"work_id":"35bd140b-4c0b-429e-aaa8-79bbf0d47275","year":2023},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:28.996533Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:dfa524200fef664bdd3c0ad96147d8a37dc71f4d5645c0a2a6031b4ba8674e15","observation_id":"00fa83a7-0c44-40b7-9dd3-e1a2d008e3bf","resolution":{"observed_at":"2026-08-15T18:00:29.609610Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T18:00:29.548885Z","title":"Intercontrol: Zero-shot human interaction generation by controlling every joint","venue":null,"work_id":"a45374c2-5d2a-4161-9a9b-ff814e2064b1","year":2024},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:29.009630Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:7a3efe9b1e4afc0f55f5fbd0aeee1df3e3f865096b9ad55d8225e2644a7a61e8","observation_id":"5edfc648-d6f5-4005-ad89-8b3ef21f9c75","resolution":{"observed_at":"2026-08-15T18:00:29.558544Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T18:00:29.516595Z","title":"Omnicontrol: Control any joint at any time for human motion generation","venue":null,"work_id":"60cd20d0-befc-4e3c-ab31-9a38c6e3f081","year":2024},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:29.017789Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:30569274c6a44da8cc6579ef99d58012b37e97c5a515cbde82b765e554a74e98","observation_id":"8943f6f8-52b4-4a9e-9a99-b29cc9708846","resolution":{"observed_at":"2026-08-15T18:00:29.525362Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T18:00:29.487304Z","title":"Actformer: A gan-based transformer towards general action-conditioned 3d human motion gener- ation","venue":null,"work_id":"366f184d-6669-4eee-82c6-07dd90a3dbe7","year":2023},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:29.029438Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:e3cffcbde7f124dd56d426ff029699acbabeaad38e82fc8efc23d182acd80900","observation_id":"612c7875-1cf4-4d78-84fd-5ceab9b7fbfc","resolution":{"observed_at":"2026-08-15T18:00:29.496418Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T18:00:29.449872Z","title":"Inter-x: Towards versatile human- human interaction analysis","venue":null,"work_id":"a787d17e-0fc7-47a6-b9bf-a14655c5f4fe","year":2024},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:29.036351Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:18fc3859c36aee43c98c720f94cdb5ed0d68cd878c2584428cffff31bc71e69e","observation_id":"907ae361-3aa5-4fed-9296-b6c8ce7f4e71","resolution":{"observed_at":"2026-08-15T18:00:29.464007Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T18:00:29.413699Z","title":"Convolutional sequence generation for skeleton- based action synthesis","venue":null,"work_id":"e472942d-cd98-4fa0-8c40-ed16a04e793b","year":2019},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:29.055061Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:97e713e0ad48c12ce0026a49598abb78c2504db37295c3f9e694da8f03e761b1","observation_id":"4e346012-0106-454c-8185-942dfd7c46be","resolution":{"observed_at":"2026-08-15T18:00:29.421026Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T18:00:29.066731Z","title":"T2m-gpt: Generating human motion from textual de- scriptions with discrete representations","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:29.066731Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:10d8fa248eaeef6e9f32f9a651be9582b9febfd018ca3e8f8ea2da2ad7e06d8b","observation_id":"73533cdc-0904-47ce-80bd-fdec2f2f0b7a","resolution":{"observed_at":"2026-08-15T18:00:29.066731Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T18:00:29.075310Z","title":"Adding conditional control to text-to-image diffusion models","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:29.075310Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:36d356f4d4ad7b4b96b7ba56601ba9bc7e192e7e9983244d6e16dc7ce015efb4","observation_id":"031db2d7-fea0-449a-9db2-82791609949c","resolution":{"observed_at":"2026-08-15T18:00:29.075310Z","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":"2026-08-15T18:00:29.350536Z","title":"Re- modiffuse: Retrieval-augmented motion diffusion model","venue":null,"work_id":"bcf63bc6-d705-49e8-9d08-73fa0fbd803e","year":2023},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:29.092412Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:f4c56ca634723ed9c1b63162e796bbf8121172e81e861f2af80f1f05e691e372","observation_id":"38656b14-fe34-4d66-9658-500e9079c829","resolution":{"observed_at":"2026-08-15T18:00:29.356322Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T18:00:29.329978Z","title":"Motiondif- fuse: Text-driven human motion generation with diffusion model","venue":null,"work_id":"71ac5eac-d21b-4fe0-9235-276bf204e6fb","year":2024},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:29.106064Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:643b7fc1ecd2327dd8c88a1a9385d29c1cfc2ca06cf78924a2de46ae5fd22f32","observation_id":"4158f80f-f441-4b22-86c4-a0532c1f6ba4","resolution":{"observed_at":"2026-08-15T18:00:29.335382Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T18:00:29.306746Z","title":"Diffcollage: Parallel generation of large content with diffusion models","venue":null,"work_id":"5ef0a387-d3b5-489c-9e22-078a6ec074f4","year":2023},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:29.117839Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:076eca892c2b7662c2fdd401311bb1edff3189920fd94fc9bae6871c9ec6724f","observation_id":"c8683d54-6ee0-4393-97cd-aecb19fc06f4","resolution":{"observed_at":"2026-08-15T18:00:29.318036Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T18:00:29.273553Z","title":"the other person approaches one by walking","venue":null,"work_id":"81f2ced7-01ab-4f7a-959e-3b7d612b56a2","year":2020},"citing_paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-15T18:00:29.136627Z"},"links":{"citing_paper":"/paper/2507.19292"},"observation_digest":"sha256:c4786f5c89515ebc17537b0c7a190ac382671c18cd371de5af17dabf29b34045","observation_id":"3828076e-2793-4b1f-b4f4-eb984e4e1a13","resolution":{"observed_at":"2026-08-15T18:00:29.282646Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2507.19292","last_updated":"2025-07-25T14:06:42Z","latest_version":1,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-15T17:53:38.643773Z","submitted_at":"2025-07-25T14:06:42Z","title":"PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups"},"reference_resolution":{"displayed":43,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":10,"verified_exact":0,"verified_fuzzy":33},"total_outbound_references":43},"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":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"thesis":"As of 18 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2507.19292."}