{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2022:KF5QBVNCXRKXLDSZVM4CVRHDED","short_pith_number":"pith:KF5QBVNC","canonical_record":{"source":{"id":"2209.09019","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2022-09-15T18:04:10Z","cross_cats_sorted":["cs.CL","cs.LG"],"title_canon_sha256":"4295824f7ced78fb595ef247f3998ff15e6c84ae394304e38bd2194a183cfb56","abstract_canon_sha256":"e11c27a932b45b4cb89acd3dbeadab7037ed4bfeb42660809bb9990ed0a41092"},"schema_version":"1.0"},"canonical_sha256":"517b00d5a2bc55758e59ab382ac4e320e0aa87713b420a2c8727a0d31c83aa99","source":{"kind":"arxiv","id":"2209.09019","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2209.09019","created_at":"2026-07-05T04:58:48Z"},{"alias_kind":"arxiv_version","alias_value":"2209.09019v1","created_at":"2026-07-05T04:58:48Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2209.09019","created_at":"2026-07-05T04:58:48Z"},{"alias_kind":"pith_short_12","alias_value":"KF5QBVNCXRKX","created_at":"2026-07-05T04:58:48Z"},{"alias_kind":"pith_short_16","alias_value":"KF5QBVNCXRKXLDSZ","created_at":"2026-07-05T04:58:48Z"},{"alias_kind":"pith_short_8","alias_value":"KF5QBVNC","created_at":"2026-07-05T04:58:48Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2022:KF5QBVNCXRKXLDSZVM4CVRHDED","target":"record","payload":{"canonical_record":{"source":{"id":"2209.09019","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2022-09-15T18:04:10Z","cross_cats_sorted":["cs.CL","cs.LG"],"title_canon_sha256":"4295824f7ced78fb595ef247f3998ff15e6c84ae394304e38bd2194a183cfb56","abstract_canon_sha256":"e11c27a932b45b4cb89acd3dbeadab7037ed4bfeb42660809bb9990ed0a41092"},"schema_version":"1.0"},"canonical_sha256":"517b00d5a2bc55758e59ab382ac4e320e0aa87713b420a2c8727a0d31c83aa99","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T04:58:48.635596Z","signature_b64":"M4e9ckuXwnn7jN7Hkw5XqlYmCVG/Qp31fN6v7Qjh3XJwKWwlRhEOrJYbtEheQHFn2+9qyfMR7MoI06P6cDRCDQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"517b00d5a2bc55758e59ab382ac4e320e0aa87713b420a2c8727a0d31c83aa99","last_reissued_at":"2026-07-05T04:58:48.635075Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T04:58:48.635075Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2209.09019","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T04:58:48Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Vj2nb93XxMr2euZpG7eekmCYfHRoBFBeMRdncMhYnQfUAeSQfCUZp+f3pCUuC8kGi/ZgjCSZT4ElkyNfTyxQDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-08T13:39:49.418475Z"},"content_sha256":"66614649f26a64568cb41afc1b33a6f5536009a78a95a2dc372bd1029ed819d8","schema_version":"1.0","event_id":"sha256:66614649f26a64568cb41afc1b33a6f5536009a78a95a2dc372bd1029ed819d8"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2022:KF5QBVNCXRKXLDSZVM4CVRHDED","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"LAVIS: A Library for Language-Vision Intelligence","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.CL","cs.LG"],"primary_cat":"cs.CV","authors_text":"Dongxu Li, Guangsen Wang, Hung Le, Junnan Li, Silvio Savarese, Steven C.H. Hoi","submitted_at":"2022-09-15T18:04:10Z","abstract_excerpt":"We introduce LAVIS, an open-source deep learning library for LAnguage-VISion research and applications. LAVIS aims to serve as a one-stop comprehensive library that brings recent advancements in the language-vision field accessible for researchers and practitioners, as well as fertilizing future research and development. It features a unified interface to easily access state-of-the-art image-language, video-language models and common datasets. LAVIS supports training, evaluation and benchmarking on a rich variety of tasks, including multimodal classification, retrieval, captioning, visual ques"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2209.09019","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2209.09019/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T04:58:48Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"kgVDRKCOFWkMT1FAdQw1unvvRppQI56KSpvvUchNh2ET/sdIALGdSqKnkU9A0ISDpe6o8rKEWrKFX9NhNwwdCA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-08T13:39:49.419068Z"},"content_sha256":"8c4856bf77ed5571459c71c2f89338260606cc8f01014ac02e34f086af908c2b","schema_version":"1.0","event_id":"sha256:8c4856bf77ed5571459c71c2f89338260606cc8f01014ac02e34f086af908c2b"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/KF5QBVNCXRKXLDSZVM4CVRHDED/bundle.json","state_url":"https://pith.science/pith/KF5QBVNCXRKXLDSZVM4CVRHDED/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/KF5QBVNCXRKXLDSZVM4CVRHDED/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-08T13:39:49Z","links":{"resolver":"https://pith.science/pith/KF5QBVNCXRKXLDSZVM4CVRHDED","bundle":"https://pith.science/pith/KF5QBVNCXRKXLDSZVM4CVRHDED/bundle.json","state":"https://pith.science/pith/KF5QBVNCXRKXLDSZVM4CVRHDED/state.json","well_known_bundle":"https://pith.science/.well-known/pith/KF5QBVNCXRKXLDSZVM4CVRHDED/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2022:KF5QBVNCXRKXLDSZVM4CVRHDED","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"e11c27a932b45b4cb89acd3dbeadab7037ed4bfeb42660809bb9990ed0a41092","cross_cats_sorted":["cs.CL","cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2022-09-15T18:04:10Z","title_canon_sha256":"4295824f7ced78fb595ef247f3998ff15e6c84ae394304e38bd2194a183cfb56"},"schema_version":"1.0","source":{"id":"2209.09019","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2209.09019","created_at":"2026-07-05T04:58:48Z"},{"alias_kind":"arxiv_version","alias_value":"2209.09019v1","created_at":"2026-07-05T04:58:48Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2209.09019","created_at":"2026-07-05T04:58:48Z"},{"alias_kind":"pith_short_12","alias_value":"KF5QBVNCXRKX","created_at":"2026-07-05T04:58:48Z"},{"alias_kind":"pith_short_16","alias_value":"KF5QBVNCXRKXLDSZ","created_at":"2026-07-05T04:58:48Z"},{"alias_kind":"pith_short_8","alias_value":"KF5QBVNC","created_at":"2026-07-05T04:58:48Z"}],"graph_snapshots":[{"event_id":"sha256:8c4856bf77ed5571459c71c2f89338260606cc8f01014ac02e34f086af908c2b","target":"graph","created_at":"2026-07-05T04:58:48Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2209.09019/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We introduce LAVIS, an open-source deep learning library for LAnguage-VISion research and applications. LAVIS aims to serve as a one-stop comprehensive library that brings recent advancements in the language-vision field accessible for researchers and practitioners, as well as fertilizing future research and development. It features a unified interface to easily access state-of-the-art image-language, video-language models and common datasets. LAVIS supports training, evaluation and benchmarking on a rich variety of tasks, including multimodal classification, retrieval, captioning, visual ques","authors_text":"Dongxu Li, Guangsen Wang, Hung Le, Junnan Li, Silvio Savarese, Steven C.H. Hoi","cross_cats":["cs.CL","cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2022-09-15T18:04:10Z","title":"LAVIS: A Library for Language-Vision Intelligence"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2209.09019","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:66614649f26a64568cb41afc1b33a6f5536009a78a95a2dc372bd1029ed819d8","target":"record","created_at":"2026-07-05T04:58:48Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"e11c27a932b45b4cb89acd3dbeadab7037ed4bfeb42660809bb9990ed0a41092","cross_cats_sorted":["cs.CL","cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2022-09-15T18:04:10Z","title_canon_sha256":"4295824f7ced78fb595ef247f3998ff15e6c84ae394304e38bd2194a183cfb56"},"schema_version":"1.0","source":{"id":"2209.09019","kind":"arxiv","version":1}},"canonical_sha256":"517b00d5a2bc55758e59ab382ac4e320e0aa87713b420a2c8727a0d31c83aa99","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"517b00d5a2bc55758e59ab382ac4e320e0aa87713b420a2c8727a0d31c83aa99","first_computed_at":"2026-07-05T04:58:48.635075Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T04:58:48.635075Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"M4e9ckuXwnn7jN7Hkw5XqlYmCVG/Qp31fN6v7Qjh3XJwKWwlRhEOrJYbtEheQHFn2+9qyfMR7MoI06P6cDRCDQ==","signature_status":"signed_v1","signed_at":"2026-07-05T04:58:48.635596Z","signed_message":"canonical_sha256_bytes"},"source_id":"2209.09019","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:66614649f26a64568cb41afc1b33a6f5536009a78a95a2dc372bd1029ed819d8","sha256:8c4856bf77ed5571459c71c2f89338260606cc8f01014ac02e34f086af908c2b"],"state_sha256":"ea25e39446ab2492f8f9635552866d88d760748721ce2d6bb3f17a04a8b6f534"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"/mL1soBhsyNUK5uITxyZlvmo/7c9ePhd0AXLzr3k60xY3WMkN4JL8mdmMEP3263PRUdbHMObdk3e8IY+8SaUCA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-08T13:39:49.423937Z","bundle_sha256":"c68a8f751fcccc004ff2d1904f7840fb1b0b84d81511fb8a7d7e6bb1adbd4ec3"}}