{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:WHBVWNDIYE4TQJYYNZR2CX3CE2","short_pith_number":"pith:WHBVWNDI","canonical_record":{"source":{"id":"2302.11383","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-02-22T13:56:23Z","cross_cats_sorted":[],"title_canon_sha256":"6d09e055cdfd0a5c8cab18b6cfdec766bd69066a7e4449cf7fa45863666c762f","abstract_canon_sha256":"23060f197e8cd898cb8c1d16fc71b24f598d013e5ea8ba91fc2ef29539a6c492"},"schema_version":"1.0"},"canonical_sha256":"b1c35b3468c1393827186e63a15f6226b8e9fa0d4d037f4ad055f6fac5a400b7","source":{"kind":"arxiv","id":"2302.11383","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2302.11383","created_at":"2026-07-05T05:44:43Z"},{"alias_kind":"arxiv_version","alias_value":"2302.11383v1","created_at":"2026-07-05T05:44:43Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2302.11383","created_at":"2026-07-05T05:44:43Z"},{"alias_kind":"pith_short_12","alias_value":"WHBVWNDIYE4T","created_at":"2026-07-05T05:44:43Z"},{"alias_kind":"pith_short_16","alias_value":"WHBVWNDIYE4TQJYY","created_at":"2026-07-05T05:44:43Z"},{"alias_kind":"pith_short_8","alias_value":"WHBVWNDI","created_at":"2026-07-05T05:44:43Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:WHBVWNDIYE4TQJYYNZR2CX3CE2","target":"record","payload":{"canonical_record":{"source":{"id":"2302.11383","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-02-22T13:56:23Z","cross_cats_sorted":[],"title_canon_sha256":"6d09e055cdfd0a5c8cab18b6cfdec766bd69066a7e4449cf7fa45863666c762f","abstract_canon_sha256":"23060f197e8cd898cb8c1d16fc71b24f598d013e5ea8ba91fc2ef29539a6c492"},"schema_version":"1.0"},"canonical_sha256":"b1c35b3468c1393827186e63a15f6226b8e9fa0d4d037f4ad055f6fac5a400b7","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T05:44:43.011339Z","signature_b64":"89B3ps+aaDzi/jPFIdhA9qllzErusE5LjIKGthqVOwIz9aqCjhEeKwTYTAGvbuKY1P3bu/NddCRXCiOUKbX6Bg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"b1c35b3468c1393827186e63a15f6226b8e9fa0d4d037f4ad055f6fac5a400b7","last_reissued_at":"2026-07-05T05:44:43.010900Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T05:44:43.010900Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2302.11383","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":"2026-07-05T05:44:43Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"WEgEipqwTu+Mb65+UyTQu0yBz20kIof5HmoAoC7SplMsGrH6m8AeqVA/93JupQ6G5v03PLofKHufP2ThInGyAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T16:54:46.191798Z"},"content_sha256":"2c0c31dc28d256331c10698755f109d68bf57b20601a0a29e6849d365f63c22e","schema_version":"1.0","event_id":"sha256:2c0c31dc28d256331c10698755f109d68bf57b20601a0a29e6849d365f63c22e"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:WHBVWNDIYE4TQJYYNZR2CX3CE2","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Entity-Level Text-Guided Image Manipulation","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Guansong Lu, Hang Xu, Jianan Wang, Wei Zhang, Yanwei Fu, Yikai Wang, Zhenguo Li","submitted_at":"2023-02-22T13:56:23Z","abstract_excerpt":"Existing text-guided image manipulation methods aim to modify the appearance of the image or to edit a few objects in a virtual or simple scenario, which is far from practical applications. In this work, we study a novel task on text-guided image manipulation on the entity level in the real world (eL-TGIM). The task imposes three basic requirements, (1) to edit the entity consistent with the text descriptions, (2) to preserve the entity-irrelevant regions, and (3) to merge the manipulated entity into the image naturally. To this end, we propose an elegant framework, dubbed as SeMani, forming t"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2302.11383","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/2302.11383/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":"2026-07-05T05:44:43Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"QiITJIHAnx+fJfqkPqnKI6IqMQa1NILtBnOWuheOW1p+SRX1WxwiUguxleZQaBsJ4vwYLY7rXFrzxEJVz0cpCQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T16:54:46.192447Z"},"content_sha256":"c0f6e2abce38163450b60e26da54abf4dcd56f6e88c32f5d4b549268cb79fb63","schema_version":"1.0","event_id":"sha256:c0f6e2abce38163450b60e26da54abf4dcd56f6e88c32f5d4b549268cb79fb63"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/WHBVWNDIYE4TQJYYNZR2CX3CE2/bundle.json","state_url":"https://pith.science/pith/WHBVWNDIYE4TQJYYNZR2CX3CE2/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/WHBVWNDIYE4TQJYYNZR2CX3CE2/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":"2026-08-07T16:54:46Z","links":{"resolver":"https://pith.science/pith/WHBVWNDIYE4TQJYYNZR2CX3CE2","bundle":"https://pith.science/pith/WHBVWNDIYE4TQJYYNZR2CX3CE2/bundle.json","state":"https://pith.science/pith/WHBVWNDIYE4TQJYYNZR2CX3CE2/state.json","well_known_bundle":"https://pith.science/.well-known/pith/WHBVWNDIYE4TQJYYNZR2CX3CE2/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:WHBVWNDIYE4TQJYYNZR2CX3CE2","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":"23060f197e8cd898cb8c1d16fc71b24f598d013e5ea8ba91fc2ef29539a6c492","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-02-22T13:56:23Z","title_canon_sha256":"6d09e055cdfd0a5c8cab18b6cfdec766bd69066a7e4449cf7fa45863666c762f"},"schema_version":"1.0","source":{"id":"2302.11383","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2302.11383","created_at":"2026-07-05T05:44:43Z"},{"alias_kind":"arxiv_version","alias_value":"2302.11383v1","created_at":"2026-07-05T05:44:43Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2302.11383","created_at":"2026-07-05T05:44:43Z"},{"alias_kind":"pith_short_12","alias_value":"WHBVWNDIYE4T","created_at":"2026-07-05T05:44:43Z"},{"alias_kind":"pith_short_16","alias_value":"WHBVWNDIYE4TQJYY","created_at":"2026-07-05T05:44:43Z"},{"alias_kind":"pith_short_8","alias_value":"WHBVWNDI","created_at":"2026-07-05T05:44:43Z"}],"graph_snapshots":[{"event_id":"sha256:c0f6e2abce38163450b60e26da54abf4dcd56f6e88c32f5d4b549268cb79fb63","target":"graph","created_at":"2026-07-05T05:44:43Z","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/2302.11383/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Existing text-guided image manipulation methods aim to modify the appearance of the image or to edit a few objects in a virtual or simple scenario, which is far from practical applications. In this work, we study a novel task on text-guided image manipulation on the entity level in the real world (eL-TGIM). The task imposes three basic requirements, (1) to edit the entity consistent with the text descriptions, (2) to preserve the entity-irrelevant regions, and (3) to merge the manipulated entity into the image naturally. To this end, we propose an elegant framework, dubbed as SeMani, forming t","authors_text":"Guansong Lu, Hang Xu, Jianan Wang, Wei Zhang, Yanwei Fu, Yikai Wang, Zhenguo Li","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-02-22T13:56:23Z","title":"Entity-Level Text-Guided Image Manipulation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2302.11383","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":"sha256:2c0c31dc28d256331c10698755f109d68bf57b20601a0a29e6849d365f63c22e","target":"record","created_at":"2026-07-05T05:44:43Z","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":"23060f197e8cd898cb8c1d16fc71b24f598d013e5ea8ba91fc2ef29539a6c492","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-02-22T13:56:23Z","title_canon_sha256":"6d09e055cdfd0a5c8cab18b6cfdec766bd69066a7e4449cf7fa45863666c762f"},"schema_version":"1.0","source":{"id":"2302.11383","kind":"arxiv","version":1}},"canonical_sha256":"b1c35b3468c1393827186e63a15f6226b8e9fa0d4d037f4ad055f6fac5a400b7","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"b1c35b3468c1393827186e63a15f6226b8e9fa0d4d037f4ad055f6fac5a400b7","first_computed_at":"2026-07-05T05:44:43.010900Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T05:44:43.010900Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"89B3ps+aaDzi/jPFIdhA9qllzErusE5LjIKGthqVOwIz9aqCjhEeKwTYTAGvbuKY1P3bu/NddCRXCiOUKbX6Bg==","signature_status":"signed_v1","signed_at":"2026-07-05T05:44:43.011339Z","signed_message":"canonical_sha256_bytes"},"source_id":"2302.11383","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:2c0c31dc28d256331c10698755f109d68bf57b20601a0a29e6849d365f63c22e","sha256:c0f6e2abce38163450b60e26da54abf4dcd56f6e88c32f5d4b549268cb79fb63"],"state_sha256":"7a6bad0ac5ced96a5ffe0e9dce465086be7bb445a45dcaf1451270f8c33079e4"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"sihN4PLpYa5GFBd5iM5D8ffvUuGupe7xHwbmV+2hFFidizsHtDScNOy6wC3qNhCIzBmIPyb7LoBTqHL7NtB4AQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-07T16:54:46.197438Z","bundle_sha256":"5fe4a61b35744a7b02c1f16feebabaae257ff1f0ddda0a3e4469d638a8a4c548"}}