{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:A4T6TPDSIEQB6QGRPNYXFS3ORY","short_pith_number":"pith:A4T6TPDS","canonical_record":{"source":{"id":"2608.10708","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-08-11T09:28:50Z","cross_cats_sorted":[],"title_canon_sha256":"d06fe53174c9a244c36193a93b17385d372d149cb4f8fb50c01490b44dc310f4","abstract_canon_sha256":"1c928050a9a447522c7fde1462d8f80bb868af4f7c0842dbc423297647ab13d6"},"schema_version":"1.0"},"canonical_sha256":"0727e9bc7241201f40d17b7172cb6e8e1f53b5cc0d80d07578d979b82c0cc06a","source":{"kind":"arxiv","id":"2608.10708","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2608.10708","created_at":"2026-08-12T01:23:06Z"},{"alias_kind":"arxiv_version","alias_value":"2608.10708v1","created_at":"2026-08-12T01:23:06Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.10708","created_at":"2026-08-12T01:23:06Z"},{"alias_kind":"pith_short_12","alias_value":"A4T6TPDSIEQB","created_at":"2026-08-12T01:23:06Z"},{"alias_kind":"pith_short_16","alias_value":"A4T6TPDSIEQB6QGR","created_at":"2026-08-12T01:23:06Z"},{"alias_kind":"pith_short_8","alias_value":"A4T6TPDS","created_at":"2026-08-12T01:23:06Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:A4T6TPDSIEQB6QGRPNYXFS3ORY","target":"record","payload":{"canonical_record":{"source":{"id":"2608.10708","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-08-11T09:28:50Z","cross_cats_sorted":[],"title_canon_sha256":"d06fe53174c9a244c36193a93b17385d372d149cb4f8fb50c01490b44dc310f4","abstract_canon_sha256":"1c928050a9a447522c7fde1462d8f80bb868af4f7c0842dbc423297647ab13d6"},"schema_version":"1.0"},"canonical_sha256":"0727e9bc7241201f40d17b7172cb6e8e1f53b5cc0d80d07578d979b82c0cc06a","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-08-12T01:23:06.194070Z","signature_b64":"Q522f0f5UEWcUrmdgGf9gpxaCq5lxD8T0NG3ElWxc++Bq7lYcoYHy+HjDUBJ6560EHCRZ1iESVT+v+3zIzU5Bg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"0727e9bc7241201f40d17b7172cb6e8e1f53b5cc0d80d07578d979b82c0cc06a","last_reissued_at":"2026-08-12T01:23:06.192388Z","signature_status":"signed_v1","first_computed_at":"2026-08-12T01:23:06.192388Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2608.10708","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":"2026-08-12T01:23:06Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"NiCl1XhHYFqoNRZdL0gjE02hm/ge+2NQO7yKLHycc+VCGpM3REgLFaQ5uHFc1MMCZiuzde1PzrzkOHAVisHlCA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-18T17:01:43.035199Z"},"content_sha256":"0593681c1bfaf295a888df9b0e62abe3394c9f4e8034b692ebf19135bcf08dcd","schema_version":"1.0","event_id":"sha256:0593681c1bfaf295a888df9b0e62abe3394c9f4e8034b692ebf19135bcf08dcd"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:A4T6TPDSIEQB6QGRPNYXFS3ORY","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Self-Geometry: GT-Free and Plug-and-Play Test-Time Adaptation for Geometrically Consistent 3D Vision Foundation Models","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Dahyeon Kye, Jihyong Oh, Seokhyun Youn, Sung-Ho Bae","submitted_at":"2026-08-11T09:28:50Z","abstract_excerpt":"Recent Vision Foundation Models (VFMs) predict depth, camera pose, and pointmap in a single forward pass without per-scene optimization, achieving strong generalization. However, enforcing explicit multi-view geometric consistency, e.g., through bundle adjustment, is computationally costly and is thus not imposed during VFM pretraining, so such inconsistency can arise. To address this, implicit self-consistency derived from model outputs (e.g., pointmaps, features), though enforced at test-time in prior work, delivers inherently limited performance gain, especially on scenes where the pretrain"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.10708","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/2608.10708/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":"2026-08-12T01:23:06Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"o5sWSJjntRzVSF+woBtvLRIVVHVNs/UZhOt6lvJtq+iFSfoXdNv0DgyofIv7pfvmOopFM/+7/ml/16zoF/6LCA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-18T17:01:43.035741Z"},"content_sha256":"7f3584880dca501359f1c728e6a2125834c92bd61b7ffc274b6c58c23ff23d68","schema_version":"1.0","event_id":"sha256:7f3584880dca501359f1c728e6a2125834c92bd61b7ffc274b6c58c23ff23d68"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/A4T6TPDSIEQB6QGRPNYXFS3ORY/bundle.json","state_url":"https://pith.science/pith/A4T6TPDSIEQB6QGRPNYXFS3ORY/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/A4T6TPDSIEQB6QGRPNYXFS3ORY/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":"2026-08-18T17:01:43Z","links":{"resolver":"https://pith.science/pith/A4T6TPDSIEQB6QGRPNYXFS3ORY","bundle":"https://pith.science/pith/A4T6TPDSIEQB6QGRPNYXFS3ORY/bundle.json","state":"https://pith.science/pith/A4T6TPDSIEQB6QGRPNYXFS3ORY/state.json","well_known_bundle":"https://pith.science/.well-known/pith/A4T6TPDSIEQB6QGRPNYXFS3ORY/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:A4T6TPDSIEQB6QGRPNYXFS3ORY","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":"1c928050a9a447522c7fde1462d8f80bb868af4f7c0842dbc423297647ab13d6","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-08-11T09:28:50Z","title_canon_sha256":"d06fe53174c9a244c36193a93b17385d372d149cb4f8fb50c01490b44dc310f4"},"schema_version":"1.0","source":{"id":"2608.10708","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2608.10708","created_at":"2026-08-12T01:23:06Z"},{"alias_kind":"arxiv_version","alias_value":"2608.10708v1","created_at":"2026-08-12T01:23:06Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.10708","created_at":"2026-08-12T01:23:06Z"},{"alias_kind":"pith_short_12","alias_value":"A4T6TPDSIEQB","created_at":"2026-08-12T01:23:06Z"},{"alias_kind":"pith_short_16","alias_value":"A4T6TPDSIEQB6QGR","created_at":"2026-08-12T01:23:06Z"},{"alias_kind":"pith_short_8","alias_value":"A4T6TPDS","created_at":"2026-08-12T01:23:06Z"}],"graph_snapshots":[{"event_id":"sha256:7f3584880dca501359f1c728e6a2125834c92bd61b7ffc274b6c58c23ff23d68","target":"graph","created_at":"2026-08-12T01:23:06Z","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/2608.10708/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Recent Vision Foundation Models (VFMs) predict depth, camera pose, and pointmap in a single forward pass without per-scene optimization, achieving strong generalization. However, enforcing explicit multi-view geometric consistency, e.g., through bundle adjustment, is computationally costly and is thus not imposed during VFM pretraining, so such inconsistency can arise. To address this, implicit self-consistency derived from model outputs (e.g., pointmaps, features), though enforced at test-time in prior work, delivers inherently limited performance gain, especially on scenes where the pretrain","authors_text":"Dahyeon Kye, Jihyong Oh, Seokhyun Youn, Sung-Ho Bae","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-08-11T09:28:50Z","title":"Self-Geometry: GT-Free and Plug-and-Play Test-Time Adaptation for Geometrically Consistent 3D Vision Foundation Models"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.10708","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":"sha256:0593681c1bfaf295a888df9b0e62abe3394c9f4e8034b692ebf19135bcf08dcd","target":"record","created_at":"2026-08-12T01:23:06Z","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":"1c928050a9a447522c7fde1462d8f80bb868af4f7c0842dbc423297647ab13d6","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-08-11T09:28:50Z","title_canon_sha256":"d06fe53174c9a244c36193a93b17385d372d149cb4f8fb50c01490b44dc310f4"},"schema_version":"1.0","source":{"id":"2608.10708","kind":"arxiv","version":1}},"canonical_sha256":"0727e9bc7241201f40d17b7172cb6e8e1f53b5cc0d80d07578d979b82c0cc06a","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"0727e9bc7241201f40d17b7172cb6e8e1f53b5cc0d80d07578d979b82c0cc06a","first_computed_at":"2026-08-12T01:23:06.192388Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-08-12T01:23:06.192388Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Q522f0f5UEWcUrmdgGf9gpxaCq5lxD8T0NG3ElWxc++Bq7lYcoYHy+HjDUBJ6560EHCRZ1iESVT+v+3zIzU5Bg==","signature_status":"signed_v1","signed_at":"2026-08-12T01:23:06.194070Z","signed_message":"canonical_sha256_bytes"},"source_id":"2608.10708","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:0593681c1bfaf295a888df9b0e62abe3394c9f4e8034b692ebf19135bcf08dcd","sha256:7f3584880dca501359f1c728e6a2125834c92bd61b7ffc274b6c58c23ff23d68"],"state_sha256":"280c7564d6a05456cd59b757a6138055ead8037cbcbb0c398753c25fb3429c7b"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"YrJr4kaLJKlKfqEVitZ6BvCvFL66tdnffouyHMlmapICsIiv0jxzQUuWYUJ8lGKAE7Tp04ucNGdpSRuYDBhdAg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-18T17:01:43.039828Z","bundle_sha256":"86f92ca09d1acd3df62bef562a1c2d950f8c3032b7f20700ee7d7e1bc5d4a09d"}}