{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:RFYZR7V3E2FKMKOKQBUWYDL6NZ","short_pith_number":"pith:RFYZR7V3","canonical_record":{"source":{"id":"2306.12156","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-06-21T10:08:29Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"8e340e5bdf295f9ecf80ea4953ce24ded0b3d3be769afeb58c769706c8def5fa","abstract_canon_sha256":"717e5a884269736e4e79f221bdd5359d654dd1202a4dcf0383181f805f1e879a"},"schema_version":"1.0"},"canonical_sha256":"897198febb268aa629ca80696c0d7e6e6faea4c2a0520cf8bb04497bbe2667ce","source":{"kind":"arxiv","id":"2306.12156","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2306.12156","created_at":"2026-07-05T06:23:11Z"},{"alias_kind":"arxiv_version","alias_value":"2306.12156v1","created_at":"2026-07-05T06:23:11Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2306.12156","created_at":"2026-07-05T06:23:11Z"},{"alias_kind":"pith_short_12","alias_value":"RFYZR7V3E2FK","created_at":"2026-07-05T06:23:11Z"},{"alias_kind":"pith_short_16","alias_value":"RFYZR7V3E2FKMKOK","created_at":"2026-07-05T06:23:11Z"},{"alias_kind":"pith_short_8","alias_value":"RFYZR7V3","created_at":"2026-07-05T06:23:11Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:RFYZR7V3E2FKMKOKQBUWYDL6NZ","target":"record","payload":{"canonical_record":{"source":{"id":"2306.12156","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-06-21T10:08:29Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"8e340e5bdf295f9ecf80ea4953ce24ded0b3d3be769afeb58c769706c8def5fa","abstract_canon_sha256":"717e5a884269736e4e79f221bdd5359d654dd1202a4dcf0383181f805f1e879a"},"schema_version":"1.0"},"canonical_sha256":"897198febb268aa629ca80696c0d7e6e6faea4c2a0520cf8bb04497bbe2667ce","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T06:23:11.223501Z","signature_b64":"CuzuhZJMXRow3C4mUoldAgxZqHgqY1PQ+qL2aYreoM0a4GN0ze2YbXNvks9KHS9QRknIWEtiSL4u/TqwR2APBA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"897198febb268aa629ca80696c0d7e6e6faea4c2a0520cf8bb04497bbe2667ce","last_reissued_at":"2026-07-05T06:23:11.223085Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T06:23:11.223085Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2306.12156","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":"2026-07-05T06:23:11Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"2QVCgRJ14ThJVcT3HOPgnzhUMxIQ+OLXUOpPfFJbC4caTxr7/Zaif3ShRCiND7UYeWW2cMeISjDr67tJOG37Dw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T22:54:43.685663Z"},"content_sha256":"7d558c4d3a9b0f6ccc02023154eb67e58f0ccc8e41bb6a1fedb551d7755ea467","schema_version":"1.0","event_id":"sha256:7d558c4d3a9b0f6ccc02023154eb67e58f0ccc8e41bb6a1fedb551d7755ea467"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:RFYZR7V3E2FKMKOKQBUWYDL6NZ","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Fast Segment Anything","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.CV","authors_text":"Jinqiao Wang, Ming Tang, Min Li, Tao Yu, Wenchao Ding, Xu Zhao, Yinglong Du, Yongqi An","submitted_at":"2023-06-21T10:08:29Z","abstract_excerpt":"The recently proposed segment anything model (SAM) has made a significant influence in many computer vision tasks. It is becoming a foundation step for many high-level tasks, like image segmentation, image caption, and image editing. However, its huge computation costs prevent it from wider applications in industry scenarios. The computation mainly comes from the Transformer architecture at high-resolution inputs. In this paper, we propose a speed-up alternative method for this fundamental task with comparable performance. By reformulating the task as segments-generation and prompting, we find"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2306.12156","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/2306.12156/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":"2026-07-05T06:23:11Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"IQa5Hg90v8JvEB6OpVZ8xt+gL7vQ5DLIfed3J2ue+bQ79fcwkFckWng/BHaCvXRVCAc0dJfxldXdG25hneUmBQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T22:54:43.686222Z"},"content_sha256":"6c75effdf57cae1b47d7f03915912cd2934c24e7fb9cdfbb2a48d50b426e2408","schema_version":"1.0","event_id":"sha256:6c75effdf57cae1b47d7f03915912cd2934c24e7fb9cdfbb2a48d50b426e2408"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/RFYZR7V3E2FKMKOKQBUWYDL6NZ/bundle.json","state_url":"https://pith.science/pith/RFYZR7V3E2FKMKOKQBUWYDL6NZ/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/RFYZR7V3E2FKMKOKQBUWYDL6NZ/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":"2026-08-06T22:54:43Z","links":{"resolver":"https://pith.science/pith/RFYZR7V3E2FKMKOKQBUWYDL6NZ","bundle":"https://pith.science/pith/RFYZR7V3E2FKMKOKQBUWYDL6NZ/bundle.json","state":"https://pith.science/pith/RFYZR7V3E2FKMKOKQBUWYDL6NZ/state.json","well_known_bundle":"https://pith.science/.well-known/pith/RFYZR7V3E2FKMKOKQBUWYDL6NZ/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:RFYZR7V3E2FKMKOKQBUWYDL6NZ","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":"717e5a884269736e4e79f221bdd5359d654dd1202a4dcf0383181f805f1e879a","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-06-21T10:08:29Z","title_canon_sha256":"8e340e5bdf295f9ecf80ea4953ce24ded0b3d3be769afeb58c769706c8def5fa"},"schema_version":"1.0","source":{"id":"2306.12156","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2306.12156","created_at":"2026-07-05T06:23:11Z"},{"alias_kind":"arxiv_version","alias_value":"2306.12156v1","created_at":"2026-07-05T06:23:11Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2306.12156","created_at":"2026-07-05T06:23:11Z"},{"alias_kind":"pith_short_12","alias_value":"RFYZR7V3E2FK","created_at":"2026-07-05T06:23:11Z"},{"alias_kind":"pith_short_16","alias_value":"RFYZR7V3E2FKMKOK","created_at":"2026-07-05T06:23:11Z"},{"alias_kind":"pith_short_8","alias_value":"RFYZR7V3","created_at":"2026-07-05T06:23:11Z"}],"graph_snapshots":[{"event_id":"sha256:6c75effdf57cae1b47d7f03915912cd2934c24e7fb9cdfbb2a48d50b426e2408","target":"graph","created_at":"2026-07-05T06:23:11Z","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/2306.12156/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The recently proposed segment anything model (SAM) has made a significant influence in many computer vision tasks. It is becoming a foundation step for many high-level tasks, like image segmentation, image caption, and image editing. However, its huge computation costs prevent it from wider applications in industry scenarios. The computation mainly comes from the Transformer architecture at high-resolution inputs. In this paper, we propose a speed-up alternative method for this fundamental task with comparable performance. By reformulating the task as segments-generation and prompting, we find","authors_text":"Jinqiao Wang, Ming Tang, Min Li, Tao Yu, Wenchao Ding, Xu Zhao, Yinglong Du, Yongqi An","cross_cats":["cs.AI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-06-21T10:08:29Z","title":"Fast Segment Anything"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2306.12156","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":"sha256:7d558c4d3a9b0f6ccc02023154eb67e58f0ccc8e41bb6a1fedb551d7755ea467","target":"record","created_at":"2026-07-05T06:23:11Z","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":"717e5a884269736e4e79f221bdd5359d654dd1202a4dcf0383181f805f1e879a","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-06-21T10:08:29Z","title_canon_sha256":"8e340e5bdf295f9ecf80ea4953ce24ded0b3d3be769afeb58c769706c8def5fa"},"schema_version":"1.0","source":{"id":"2306.12156","kind":"arxiv","version":1}},"canonical_sha256":"897198febb268aa629ca80696c0d7e6e6faea4c2a0520cf8bb04497bbe2667ce","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"897198febb268aa629ca80696c0d7e6e6faea4c2a0520cf8bb04497bbe2667ce","first_computed_at":"2026-07-05T06:23:11.223085Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T06:23:11.223085Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"CuzuhZJMXRow3C4mUoldAgxZqHgqY1PQ+qL2aYreoM0a4GN0ze2YbXNvks9KHS9QRknIWEtiSL4u/TqwR2APBA==","signature_status":"signed_v1","signed_at":"2026-07-05T06:23:11.223501Z","signed_message":"canonical_sha256_bytes"},"source_id":"2306.12156","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:7d558c4d3a9b0f6ccc02023154eb67e58f0ccc8e41bb6a1fedb551d7755ea467","sha256:6c75effdf57cae1b47d7f03915912cd2934c24e7fb9cdfbb2a48d50b426e2408"],"state_sha256":"f597bcc0f16231805f27427145344607dfaa287018de794f8724c52627ebb25a"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"gIc22rdIBWx2b+Ey7nY4rrejYwV44lWTmhk5eXcJO4Y1qMuxmTl+BPOUeh3cADN7weKx/Z3iIIi6+Z8f1+y5DA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-06T22:54:43.690654Z","bundle_sha256":"48453e8c2d9b4998aff5c33dabf1ce504998690fc405c049022312e843edd0bd"}}