{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:FJE4ARE5ECNTEOS622AK5HV6DT","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":"847581cbfada129e4397f69b0a9a2d4219bde05a31fdda67343be180629c0c04","cross_cats_sorted":["cs.AI","cs.LG"],"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2024-03-21T16:40:10Z","title_canon_sha256":"cfe0c630dc03fddf280b6bf6b65c6c7ee094c9bacfe15b307bd5a0524d995007"},"schema_version":"1.0","source":{"id":"2403.14539","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2403.14539","created_at":"2026-07-05T11:18:11Z"},{"alias_kind":"arxiv_version","alias_value":"2403.14539v3","created_at":"2026-07-05T11:18:11Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2403.14539","created_at":"2026-07-05T11:18:11Z"},{"alias_kind":"pith_short_12","alias_value":"FJE4ARE5ECNT","created_at":"2026-07-05T11:18:11Z"},{"alias_kind":"pith_short_16","alias_value":"FJE4ARE5ECNTEOS6","created_at":"2026-07-05T11:18:11Z"},{"alias_kind":"pith_short_8","alias_value":"FJE4ARE5","created_at":"2026-07-05T11:18:11Z"}],"graph_snapshots":[{"event_id":"sha256:4a28ef944e865ba62a0885f20af15df561aae09ca03fd62de5b79a6a6d4cf1d4","target":"graph","created_at":"2026-07-05T11:18:11Z","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/2403.14539/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Recent monocular 3D shape reconstruction methods have shown promising zero-shot results on object-segmented images without any occlusions. However, their effectiveness is significantly compromised in real-world conditions, due to imperfect object segmentation by off-the-shelf models and the prevalence of occlusions. To effectively address these issues, we propose a unified regression model that integrates segmentation and reconstruction, specifically designed for occlusion-aware 3D shape reconstruction. To facilitate its reconstruction in the wild, we also introduce a scalable data synthesis p","authors_text":"Hunmin Yang, Junhyeong Cho, Kim Youwang, Tae-Hyun Oh","cross_cats":["cs.AI","cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2024-03-21T16:40:10Z","title":"Robust 3D Shape Reconstruction in Zero-Shot from a Single Image in the Wild"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2403.14539","kind":"arxiv","version":3},"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:c02a8fca7429af9459bfed6916f85fda079597d47869ba71b0237be94d4e2e5b","target":"record","created_at":"2026-07-05T11:18:11Z","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":"847581cbfada129e4397f69b0a9a2d4219bde05a31fdda67343be180629c0c04","cross_cats_sorted":["cs.AI","cs.LG"],"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2024-03-21T16:40:10Z","title_canon_sha256":"cfe0c630dc03fddf280b6bf6b65c6c7ee094c9bacfe15b307bd5a0524d995007"},"schema_version":"1.0","source":{"id":"2403.14539","kind":"arxiv","version":3}},"canonical_sha256":"2a49c0449d209b323a5ed680ae9ebe1cd4e0459ca87d029076ee2b3bdaf5238e","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"2a49c0449d209b323a5ed680ae9ebe1cd4e0459ca87d029076ee2b3bdaf5238e","first_computed_at":"2026-07-05T11:18:11.654835Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:18:11.654835Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"vgJfbFz/o6jP6RDZhbkO+EGH2akdkRdNS+7XuUJgnJPZtiTunY7nM5cC91StDq7n2aYAQOUi+yG6G3rGINlHBw==","signature_status":"signed_v1","signed_at":"2026-07-05T11:18:11.655421Z","signed_message":"canonical_sha256_bytes"},"source_id":"2403.14539","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:c02a8fca7429af9459bfed6916f85fda079597d47869ba71b0237be94d4e2e5b","sha256:4a28ef944e865ba62a0885f20af15df561aae09ca03fd62de5b79a6a6d4cf1d4"],"state_sha256":"d748f7b4cfc76a89be672efafc48203553514082c06fa44f6248745e8623735c"}