{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:TLIRFGIEKYFLKEU7QTMSNN3BXU","short_pith_number":"pith:TLIRFGIE","canonical_record":{"source":{"id":"2310.17569","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CV","submitted_at":"2023-10-26T16:58:01Z","cross_cats_sorted":["cs.LG"],"title_canon_sha256":"ecd06495169b70bd8cb7a762616edbb16d20bc49c8f3eeacbecfd36d149d6faa","abstract_canon_sha256":"5285ee6f0027bc11778b53e82ab581f8890424939ad70c0e86c8363ef2311e57"},"schema_version":"1.0"},"canonical_sha256":"9ad1129904560ab5129f84d926b761bd139a486f91d94185234654e92a766abd","source":{"kind":"arxiv","id":"2310.17569","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2310.17569","created_at":"2026-07-05T08:00:37Z"},{"alias_kind":"arxiv_version","alias_value":"2310.17569v2","created_at":"2026-07-05T08:00:37Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2310.17569","created_at":"2026-07-05T08:00:37Z"},{"alias_kind":"pith_short_12","alias_value":"TLIRFGIEKYFL","created_at":"2026-07-05T08:00:37Z"},{"alias_kind":"pith_short_16","alias_value":"TLIRFGIEKYFLKEU7","created_at":"2026-07-05T08:00:37Z"},{"alias_kind":"pith_short_8","alias_value":"TLIRFGIE","created_at":"2026-07-05T08:00:37Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:TLIRFGIEKYFLKEU7QTMSNN3BXU","target":"record","payload":{"canonical_record":{"source":{"id":"2310.17569","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CV","submitted_at":"2023-10-26T16:58:01Z","cross_cats_sorted":["cs.LG"],"title_canon_sha256":"ecd06495169b70bd8cb7a762616edbb16d20bc49c8f3eeacbecfd36d149d6faa","abstract_canon_sha256":"5285ee6f0027bc11778b53e82ab581f8890424939ad70c0e86c8363ef2311e57"},"schema_version":"1.0"},"canonical_sha256":"9ad1129904560ab5129f84d926b761bd139a486f91d94185234654e92a766abd","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T08:00:37.269790Z","signature_b64":"heIsWNPh8eNfE87wa7OKD44CHB055K3xf8cDw3ogaBtOE2v0jLhbAkwfswBow/7T+Kij6YMrJ3tIba6XK9WVDw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"9ad1129904560ab5129f84d926b761bd139a486f91d94185234654e92a766abd","last_reissued_at":"2026-07-05T08:00:37.269343Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T08:00:37.269343Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2310.17569","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T08:00:37Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"tnuHJpXToJWnOc/WsuSNm6OAA893nYWCgGyQ0jAPkFLbjK5lnUxaDivzQkJDJ/XiHH+7rwiRYY14ovQ90f1/Dg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-05T13:24:14.544555Z"},"content_sha256":"5190582a76670fa3f4ac1d8e4376fef968c51358838076dd8589a21e742c6926","schema_version":"1.0","event_id":"sha256:5190582a76670fa3f4ac1d8e4376fef968c51358838076dd8589a21e742c6926"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:TLIRFGIEKYFLKEU7QTMSNN3BXU","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"SD4Match: Learning to Prompt Stable Diffusion Model for Semantic Matching","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","headline":"","cross_cats":["cs.LG"],"primary_cat":"cs.CV","authors_text":"Jingyi Lu, Kai Han, Victor Prisacariu, Xinghui Li","submitted_at":"2023-10-26T16:58:01Z","abstract_excerpt":"In this paper, we address the challenge of matching semantically similar keypoints across image pairs. Existing research indicates that the intermediate output of the UNet within the Stable Diffusion (SD) can serve as robust image feature maps for such a matching task. We demonstrate that by employing a basic prompt tuning technique, the inherent potential of Stable Diffusion can be harnessed, resulting in a significant enhancement in accuracy over previous approaches. We further introduce a novel conditional prompting module that conditions the prompt on the local details of the input image p"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2310.17569","kind":"arxiv","version":2},"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/2310.17569/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":"2026-07-05T08:00:37Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"kvLnF1kW7eWRNsdq6oia4SdnSt4StV0iNGaHjY+PRRSaNp1H+5LFBArZfZ4Nxs95Wh01W7Z/U8qJJxCuBQ3/Cg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-05T13:24:14.545477Z"},"content_sha256":"fe794d563707f73de061d1ad6d5afaa3a6928a8930dcc4fccd9860b7e68807ea","schema_version":"1.0","event_id":"sha256:fe794d563707f73de061d1ad6d5afaa3a6928a8930dcc4fccd9860b7e68807ea"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/TLIRFGIEKYFLKEU7QTMSNN3BXU/bundle.json","state_url":"https://pith.science/pith/TLIRFGIEKYFLKEU7QTMSNN3BXU/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/TLIRFGIEKYFLKEU7QTMSNN3BXU/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":"2026-08-05T13:24:14Z","links":{"resolver":"https://pith.science/pith/TLIRFGIEKYFLKEU7QTMSNN3BXU","bundle":"https://pith.science/pith/TLIRFGIEKYFLKEU7QTMSNN3BXU/bundle.json","state":"https://pith.science/pith/TLIRFGIEKYFLKEU7QTMSNN3BXU/state.json","well_known_bundle":"https://pith.science/.well-known/pith/TLIRFGIEKYFLKEU7QTMSNN3BXU/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:TLIRFGIEKYFLKEU7QTMSNN3BXU","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":"5285ee6f0027bc11778b53e82ab581f8890424939ad70c0e86c8363ef2311e57","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CV","submitted_at":"2023-10-26T16:58:01Z","title_canon_sha256":"ecd06495169b70bd8cb7a762616edbb16d20bc49c8f3eeacbecfd36d149d6faa"},"schema_version":"1.0","source":{"id":"2310.17569","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2310.17569","created_at":"2026-07-05T08:00:37Z"},{"alias_kind":"arxiv_version","alias_value":"2310.17569v2","created_at":"2026-07-05T08:00:37Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2310.17569","created_at":"2026-07-05T08:00:37Z"},{"alias_kind":"pith_short_12","alias_value":"TLIRFGIEKYFL","created_at":"2026-07-05T08:00:37Z"},{"alias_kind":"pith_short_16","alias_value":"TLIRFGIEKYFLKEU7","created_at":"2026-07-05T08:00:37Z"},{"alias_kind":"pith_short_8","alias_value":"TLIRFGIE","created_at":"2026-07-05T08:00:37Z"}],"graph_snapshots":[{"event_id":"sha256:fe794d563707f73de061d1ad6d5afaa3a6928a8930dcc4fccd9860b7e68807ea","target":"graph","created_at":"2026-07-05T08:00:37Z","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/2310.17569/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In this paper, we address the challenge of matching semantically similar keypoints across image pairs. Existing research indicates that the intermediate output of the UNet within the Stable Diffusion (SD) can serve as robust image feature maps for such a matching task. We demonstrate that by employing a basic prompt tuning technique, the inherent potential of Stable Diffusion can be harnessed, resulting in a significant enhancement in accuracy over previous approaches. We further introduce a novel conditional prompting module that conditions the prompt on the local details of the input image p","authors_text":"Jingyi Lu, Kai Han, Victor Prisacariu, Xinghui Li","cross_cats":["cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CV","submitted_at":"2023-10-26T16:58:01Z","title":"SD4Match: Learning to Prompt Stable Diffusion Model for Semantic Matching"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2310.17569","kind":"arxiv","version":2},"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":"sha256:5190582a76670fa3f4ac1d8e4376fef968c51358838076dd8589a21e742c6926","target":"record","created_at":"2026-07-05T08:00:37Z","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":"5285ee6f0027bc11778b53e82ab581f8890424939ad70c0e86c8363ef2311e57","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CV","submitted_at":"2023-10-26T16:58:01Z","title_canon_sha256":"ecd06495169b70bd8cb7a762616edbb16d20bc49c8f3eeacbecfd36d149d6faa"},"schema_version":"1.0","source":{"id":"2310.17569","kind":"arxiv","version":2}},"canonical_sha256":"9ad1129904560ab5129f84d926b761bd139a486f91d94185234654e92a766abd","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"9ad1129904560ab5129f84d926b761bd139a486f91d94185234654e92a766abd","first_computed_at":"2026-07-05T08:00:37.269343Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:00:37.269343Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"heIsWNPh8eNfE87wa7OKD44CHB055K3xf8cDw3ogaBtOE2v0jLhbAkwfswBow/7T+Kij6YMrJ3tIba6XK9WVDw==","signature_status":"signed_v1","signed_at":"2026-07-05T08:00:37.269790Z","signed_message":"canonical_sha256_bytes"},"source_id":"2310.17569","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:5190582a76670fa3f4ac1d8e4376fef968c51358838076dd8589a21e742c6926","sha256:fe794d563707f73de061d1ad6d5afaa3a6928a8930dcc4fccd9860b7e68807ea"],"state_sha256":"7c809a6f046099a872eaf5ab4c0bb055071a38740dcc13a6bb3c2aca2a254b6d"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"C/XrlmyABq3r5Kg2BsfHCl2MqNJtTt5OUBtTRrl6h3ZKrZspQXSrNDYZ10tV5PQfNKGlyi8ZTKf3zQh1Gq91Ag==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-05T13:24:14.552567Z","bundle_sha256":"eaa17d485679aa467dae1cea632b1ec876c001f75badb043c1703487b46c8644"}}