{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:ZMLJVIKMJP2KJD2J44PNEBNZU7","short_pith_number":"pith:ZMLJVIKM","canonical_record":{"source":{"id":"2409.08272","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CV","submitted_at":"2024-09-12T17:59:04Z","cross_cats_sorted":["cs.GR","cs.LG"],"title_canon_sha256":"5b1162012ac4c13413fa404d6aca40ac616e42a66b1aa2bd43c167620d1d215d","abstract_canon_sha256":"0fd151bf5cc74c14775af97c0adfe4c4806bf58aaece4f53ac538aab4b4135ce"},"schema_version":"1.0"},"canonical_sha256":"cb169aa14c4bf4a48f49e71ed205b9a7e95e82994639d3e7ceed08fef6aa599d","source":{"kind":"arxiv","id":"2409.08272","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2409.08272","created_at":"2026-07-05T09:58:24Z"},{"alias_kind":"arxiv_version","alias_value":"2409.08272v2","created_at":"2026-07-05T09:58:24Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2409.08272","created_at":"2026-07-05T09:58:24Z"},{"alias_kind":"pith_short_12","alias_value":"ZMLJVIKMJP2K","created_at":"2026-07-05T09:58:24Z"},{"alias_kind":"pith_short_16","alias_value":"ZMLJVIKMJP2KJD2J","created_at":"2026-07-05T09:58:24Z"},{"alias_kind":"pith_short_8","alias_value":"ZMLJVIKM","created_at":"2026-07-05T09:58:24Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:ZMLJVIKMJP2KJD2J44PNEBNZU7","target":"record","payload":{"canonical_record":{"source":{"id":"2409.08272","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CV","submitted_at":"2024-09-12T17:59:04Z","cross_cats_sorted":["cs.GR","cs.LG"],"title_canon_sha256":"5b1162012ac4c13413fa404d6aca40ac616e42a66b1aa2bd43c167620d1d215d","abstract_canon_sha256":"0fd151bf5cc74c14775af97c0adfe4c4806bf58aaece4f53ac538aab4b4135ce"},"schema_version":"1.0"},"canonical_sha256":"cb169aa14c4bf4a48f49e71ed205b9a7e95e82994639d3e7ceed08fef6aa599d","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:58:24.352457Z","signature_b64":"cGp80vqzlcd4i6WEMGe5naz3igLF5jxSegt438CqNGSrJhcKvIuKYRsRtHFNKUwMRnPDjIcGScr4elTyWKXBCw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"cb169aa14c4bf4a48f49e71ed205b9a7e95e82994639d3e7ceed08fef6aa599d","last_reissued_at":"2026-07-05T09:58:24.352081Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:58:24.352081Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2409.08272","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":"2026-07-05T09:58:24Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"K2zIDo7c/DtBP5gM7uygojmsvrDPxL+pfrTvS0cY7nIyadMCGAFcsvHjTa6fuP0nYpGRHn5BJd5vYYwonfpOBA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-14T11:41:11.837188Z"},"content_sha256":"03b6a9c9717f5553ef67052052f35a0d98ad9797fb5fc344c3432091f8e2848d","schema_version":"1.0","event_id":"sha256:03b6a9c9717f5553ef67052052f35a0d98ad9797fb5fc344c3432091f8e2848d"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:ZMLJVIKMJP2KJD2J44PNEBNZU7","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Click2Mask: Local Editing with Dynamic Mask Generation","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","headline":"","cross_cats":["cs.GR","cs.LG"],"primary_cat":"cs.CV","authors_text":"Dani Lischinski, Omer Regev, Omri Avrahami","submitted_at":"2024-09-12T17:59:04Z","abstract_excerpt":"Recent advancements in generative models have revolutionized image generation and editing, making these tasks accessible to non-experts. This paper focuses on local image editing, particularly the task of adding new content to a loosely specified area. Existing methods often require a precise mask or a detailed description of the location, which can be cumbersome and prone to errors. We propose Click2Mask, a novel approach that simplifies the local editing process by requiring only a single point of reference (in addition to the content description). A mask is dynamically grown around this poi"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2409.08272","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/2409.08272/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":"2026-07-05T09:58:24Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"6pj9ZCx0fld81fBG1/3hZcgMIP77oBCXWPmokvuh92a7OL11dCMBtpsHDLbb8ogXSpojBX5nfmgNlJIUd0axDw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-14T11:41:11.837701Z"},"content_sha256":"9b33c2885cb772e4bfd44f0b2226febd3295db5417581a05120e436b4c025ac3","schema_version":"1.0","event_id":"sha256:9b33c2885cb772e4bfd44f0b2226febd3295db5417581a05120e436b4c025ac3"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/ZMLJVIKMJP2KJD2J44PNEBNZU7/bundle.json","state_url":"https://pith.science/pith/ZMLJVIKMJP2KJD2J44PNEBNZU7/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/ZMLJVIKMJP2KJD2J44PNEBNZU7/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":"2026-08-14T11:41:11Z","links":{"resolver":"https://pith.science/pith/ZMLJVIKMJP2KJD2J44PNEBNZU7","bundle":"https://pith.science/pith/ZMLJVIKMJP2KJD2J44PNEBNZU7/bundle.json","state":"https://pith.science/pith/ZMLJVIKMJP2KJD2J44PNEBNZU7/state.json","well_known_bundle":"https://pith.science/.well-known/pith/ZMLJVIKMJP2KJD2J44PNEBNZU7/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:ZMLJVIKMJP2KJD2J44PNEBNZU7","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":"0fd151bf5cc74c14775af97c0adfe4c4806bf58aaece4f53ac538aab4b4135ce","cross_cats_sorted":["cs.GR","cs.LG"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CV","submitted_at":"2024-09-12T17:59:04Z","title_canon_sha256":"5b1162012ac4c13413fa404d6aca40ac616e42a66b1aa2bd43c167620d1d215d"},"schema_version":"1.0","source":{"id":"2409.08272","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2409.08272","created_at":"2026-07-05T09:58:24Z"},{"alias_kind":"arxiv_version","alias_value":"2409.08272v2","created_at":"2026-07-05T09:58:24Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2409.08272","created_at":"2026-07-05T09:58:24Z"},{"alias_kind":"pith_short_12","alias_value":"ZMLJVIKMJP2K","created_at":"2026-07-05T09:58:24Z"},{"alias_kind":"pith_short_16","alias_value":"ZMLJVIKMJP2KJD2J","created_at":"2026-07-05T09:58:24Z"},{"alias_kind":"pith_short_8","alias_value":"ZMLJVIKM","created_at":"2026-07-05T09:58:24Z"}],"graph_snapshots":[{"event_id":"sha256:9b33c2885cb772e4bfd44f0b2226febd3295db5417581a05120e436b4c025ac3","target":"graph","created_at":"2026-07-05T09:58:24Z","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/2409.08272/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Recent advancements in generative models have revolutionized image generation and editing, making these tasks accessible to non-experts. This paper focuses on local image editing, particularly the task of adding new content to a loosely specified area. Existing methods often require a precise mask or a detailed description of the location, which can be cumbersome and prone to errors. We propose Click2Mask, a novel approach that simplifies the local editing process by requiring only a single point of reference (in addition to the content description). A mask is dynamically grown around this poi","authors_text":"Dani Lischinski, Omer Regev, Omri Avrahami","cross_cats":["cs.GR","cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CV","submitted_at":"2024-09-12T17:59:04Z","title":"Click2Mask: Local Editing with Dynamic Mask Generation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2409.08272","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":"sha256:03b6a9c9717f5553ef67052052f35a0d98ad9797fb5fc344c3432091f8e2848d","target":"record","created_at":"2026-07-05T09:58:24Z","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":"0fd151bf5cc74c14775af97c0adfe4c4806bf58aaece4f53ac538aab4b4135ce","cross_cats_sorted":["cs.GR","cs.LG"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CV","submitted_at":"2024-09-12T17:59:04Z","title_canon_sha256":"5b1162012ac4c13413fa404d6aca40ac616e42a66b1aa2bd43c167620d1d215d"},"schema_version":"1.0","source":{"id":"2409.08272","kind":"arxiv","version":2}},"canonical_sha256":"cb169aa14c4bf4a48f49e71ed205b9a7e95e82994639d3e7ceed08fef6aa599d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"cb169aa14c4bf4a48f49e71ed205b9a7e95e82994639d3e7ceed08fef6aa599d","first_computed_at":"2026-07-05T09:58:24.352081Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:58:24.352081Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"cGp80vqzlcd4i6WEMGe5naz3igLF5jxSegt438CqNGSrJhcKvIuKYRsRtHFNKUwMRnPDjIcGScr4elTyWKXBCw==","signature_status":"signed_v1","signed_at":"2026-07-05T09:58:24.352457Z","signed_message":"canonical_sha256_bytes"},"source_id":"2409.08272","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:03b6a9c9717f5553ef67052052f35a0d98ad9797fb5fc344c3432091f8e2848d","sha256:9b33c2885cb772e4bfd44f0b2226febd3295db5417581a05120e436b4c025ac3"],"state_sha256":"501f46f10e1be4c14b8dc9699c42d3253d211907737467a17b7d7f9ac55d07e3"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"HKVi+jCjUHm6TLckLjcXt1vptSr01ajYtEudp68I64/QbpnvstkOftPXH4dLs2JeEBBJVY5o4+IliQMAgI3lDw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-14T11:41:11.841314Z","bundle_sha256":"d68254c384fe3a144f6de74c9fb5c8a3623d9889f6062456cee73f34ae17d09d"}}