{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:WRIYTNNWG5U57E6OF4EUUTPH2E","short_pith_number":"pith:WRIYTNNW","canonical_record":{"source":{"id":"2412.18945","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-12-25T16:40:23Z","cross_cats_sorted":[],"title_canon_sha256":"027a66d3c94a3b11d62c564083ac5c075cf5977b3567e5df1774a16694345b78","abstract_canon_sha256":"e80ade822d6ca58e647ac381e70520b27b545755fa92448db141707175716e62"},"schema_version":"1.0"},"canonical_sha256":"b45189b5b63769df93ce2f094a4de7d1322d69aa8e4bc808892e93cbe97c797a","source":{"kind":"arxiv","id":"2412.18945","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2412.18945","created_at":"2026-07-05T09:54:13Z"},{"alias_kind":"arxiv_version","alias_value":"2412.18945v1","created_at":"2026-07-05T09:54:13Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.18945","created_at":"2026-07-05T09:54:13Z"},{"alias_kind":"pith_short_12","alias_value":"WRIYTNNWG5U5","created_at":"2026-07-05T09:54:13Z"},{"alias_kind":"pith_short_16","alias_value":"WRIYTNNWG5U57E6O","created_at":"2026-07-05T09:54:13Z"},{"alias_kind":"pith_short_8","alias_value":"WRIYTNNW","created_at":"2026-07-05T09:54:13Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:WRIYTNNWG5U57E6OF4EUUTPH2E","target":"record","payload":{"canonical_record":{"source":{"id":"2412.18945","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-12-25T16:40:23Z","cross_cats_sorted":[],"title_canon_sha256":"027a66d3c94a3b11d62c564083ac5c075cf5977b3567e5df1774a16694345b78","abstract_canon_sha256":"e80ade822d6ca58e647ac381e70520b27b545755fa92448db141707175716e62"},"schema_version":"1.0"},"canonical_sha256":"b45189b5b63769df93ce2f094a4de7d1322d69aa8e4bc808892e93cbe97c797a","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:54:13.624138Z","signature_b64":"RN5NHYcNG8pkW41GA4TLZ73wa9Td5z+0UzpE0m9FalX11wZk7SRom3jyEjC1UOOFJOqfFzydByDh0iM1gY2UAA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"b45189b5b63769df93ce2f094a4de7d1322d69aa8e4bc808892e93cbe97c797a","last_reissued_at":"2026-07-05T09:54:13.623728Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:54:13.623728Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2412.18945","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":"2026-07-05T09:54:13Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"qALZnf8nVtksjVaVwRWNsje1tGU8eGcbdCk0YbpQvzXc7bCkbMGG7fi1hCFdhks/utmo0+KSTG+ga0cey1QUDw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-12T15:47:41.781961Z"},"content_sha256":"bdc24c9437de91cbd40d15bb0afb664ded03f88b8e17600c286ce27713f19ba9","schema_version":"1.0","event_id":"sha256:bdc24c9437de91cbd40d15bb0afb664ded03f88b8e17600c286ce27713f19ba9"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:WRIYTNNWG5U57E6OF4EUUTPH2E","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Single Trajectory Distillation for Accelerating Image and Video Style Transfer","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Dejia Song, Nemo Chen, Runqi Wang, Sijie Xu, Wei Zhu, Xu Tang, Yao Hu","submitted_at":"2024-12-25T16:40:23Z","abstract_excerpt":"Diffusion-based stylization methods typically denoise from a specific partial noise state for image-to-image and video-to-video tasks. This multi-step diffusion process is computationally expensive and hinders real-world application. A promising solution to speed up the process is to obtain few-step consistency models through trajectory distillation. However, current consistency models only force the initial-step alignment between the probability flow ODE (PF-ODE) trajectories of the student and the imperfect teacher models. This training strategy can not ensure the consistency of whole trajec"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.18945","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/2412.18945/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":"2026-07-05T09:54:13Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"UQQbbU4PcCWQQSV1vSsBHW9JqGMyg+19xGcsAgxAAuiiqdvpONpftD+1/6lKmnn8rr94LEiKatqd0/3RTA6RBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-12T15:47:41.782457Z"},"content_sha256":"5825cde38ca74f496137d9346d1464f5c2ce23e8ca51bd6f348bc164089a84d9","schema_version":"1.0","event_id":"sha256:5825cde38ca74f496137d9346d1464f5c2ce23e8ca51bd6f348bc164089a84d9"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/WRIYTNNWG5U57E6OF4EUUTPH2E/bundle.json","state_url":"https://pith.science/pith/WRIYTNNWG5U57E6OF4EUUTPH2E/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/WRIYTNNWG5U57E6OF4EUUTPH2E/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":"2026-08-12T15:47:41Z","links":{"resolver":"https://pith.science/pith/WRIYTNNWG5U57E6OF4EUUTPH2E","bundle":"https://pith.science/pith/WRIYTNNWG5U57E6OF4EUUTPH2E/bundle.json","state":"https://pith.science/pith/WRIYTNNWG5U57E6OF4EUUTPH2E/state.json","well_known_bundle":"https://pith.science/.well-known/pith/WRIYTNNWG5U57E6OF4EUUTPH2E/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:WRIYTNNWG5U57E6OF4EUUTPH2E","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":"e80ade822d6ca58e647ac381e70520b27b545755fa92448db141707175716e62","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-12-25T16:40:23Z","title_canon_sha256":"027a66d3c94a3b11d62c564083ac5c075cf5977b3567e5df1774a16694345b78"},"schema_version":"1.0","source":{"id":"2412.18945","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2412.18945","created_at":"2026-07-05T09:54:13Z"},{"alias_kind":"arxiv_version","alias_value":"2412.18945v1","created_at":"2026-07-05T09:54:13Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.18945","created_at":"2026-07-05T09:54:13Z"},{"alias_kind":"pith_short_12","alias_value":"WRIYTNNWG5U5","created_at":"2026-07-05T09:54:13Z"},{"alias_kind":"pith_short_16","alias_value":"WRIYTNNWG5U57E6O","created_at":"2026-07-05T09:54:13Z"},{"alias_kind":"pith_short_8","alias_value":"WRIYTNNW","created_at":"2026-07-05T09:54:13Z"}],"graph_snapshots":[{"event_id":"sha256:5825cde38ca74f496137d9346d1464f5c2ce23e8ca51bd6f348bc164089a84d9","target":"graph","created_at":"2026-07-05T09:54:13Z","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/2412.18945/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Diffusion-based stylization methods typically denoise from a specific partial noise state for image-to-image and video-to-video tasks. This multi-step diffusion process is computationally expensive and hinders real-world application. A promising solution to speed up the process is to obtain few-step consistency models through trajectory distillation. However, current consistency models only force the initial-step alignment between the probability flow ODE (PF-ODE) trajectories of the student and the imperfect teacher models. This training strategy can not ensure the consistency of whole trajec","authors_text":"Dejia Song, Nemo Chen, Runqi Wang, Sijie Xu, Wei Zhu, Xu Tang, Yao Hu","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-12-25T16:40:23Z","title":"Single Trajectory Distillation for Accelerating Image and Video Style Transfer"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.18945","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:bdc24c9437de91cbd40d15bb0afb664ded03f88b8e17600c286ce27713f19ba9","target":"record","created_at":"2026-07-05T09:54:13Z","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":"e80ade822d6ca58e647ac381e70520b27b545755fa92448db141707175716e62","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-12-25T16:40:23Z","title_canon_sha256":"027a66d3c94a3b11d62c564083ac5c075cf5977b3567e5df1774a16694345b78"},"schema_version":"1.0","source":{"id":"2412.18945","kind":"arxiv","version":1}},"canonical_sha256":"b45189b5b63769df93ce2f094a4de7d1322d69aa8e4bc808892e93cbe97c797a","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"b45189b5b63769df93ce2f094a4de7d1322d69aa8e4bc808892e93cbe97c797a","first_computed_at":"2026-07-05T09:54:13.623728Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:54:13.623728Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"RN5NHYcNG8pkW41GA4TLZ73wa9Td5z+0UzpE0m9FalX11wZk7SRom3jyEjC1UOOFJOqfFzydByDh0iM1gY2UAA==","signature_status":"signed_v1","signed_at":"2026-07-05T09:54:13.624138Z","signed_message":"canonical_sha256_bytes"},"source_id":"2412.18945","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:bdc24c9437de91cbd40d15bb0afb664ded03f88b8e17600c286ce27713f19ba9","sha256:5825cde38ca74f496137d9346d1464f5c2ce23e8ca51bd6f348bc164089a84d9"],"state_sha256":"88db396c6afcfe4a71f691225270e5eb0a4e2016276afa6cd5fa671e7d4db85c"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"TnsEHmq9qc1iSDrvB6yaHdJr8o1UuoUUJV4/LeFOcAiAvYpFfQnOuH2Ksn+fwObWxfUbX6AFdUNRfNZpAFTADw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-12T15:47:41.787269Z","bundle_sha256":"63fa28ce2234f4f8d865f69b34cbd027587f2c20e33a17c685068e1dca9f7991"}}