{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:6RPDRVYZFLU62Q2QPJE347BAXD","short_pith_number":"pith:6RPDRVYZ","canonical_record":{"source":{"id":"2506.17182","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2025-06-20T17:36:12Z","cross_cats_sorted":["stat.ML"],"title_canon_sha256":"4fdb0bda2671421e05b9dc887285c8274afb451a1a2158d83e7d821c5e264c61","abstract_canon_sha256":"79443015f3aab2c3c949650018c18c6b3ae8ee5851b71703dbb813a850297c9e"},"schema_version":"1.0"},"canonical_sha256":"f45e38d7192ae9ed43507a49be7c20b8f37736e367f98162d30124c9c16d6c0a","source":{"kind":"arxiv","id":"2506.17182","version":3},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.17182","created_at":"2026-07-08T01:18:19Z"},{"alias_kind":"arxiv_version","alias_value":"2506.17182v3","created_at":"2026-07-08T01:18:19Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.17182","created_at":"2026-07-08T01:18:19Z"},{"alias_kind":"pith_short_12","alias_value":"6RPDRVYZFLU6","created_at":"2026-07-08T01:18:19Z"},{"alias_kind":"pith_short_16","alias_value":"6RPDRVYZFLU62Q2Q","created_at":"2026-07-08T01:18:19Z"},{"alias_kind":"pith_short_8","alias_value":"6RPDRVYZ","created_at":"2026-07-08T01:18:19Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:6RPDRVYZFLU62Q2QPJE347BAXD","target":"record","payload":{"canonical_record":{"source":{"id":"2506.17182","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2025-06-20T17:36:12Z","cross_cats_sorted":["stat.ML"],"title_canon_sha256":"4fdb0bda2671421e05b9dc887285c8274afb451a1a2158d83e7d821c5e264c61","abstract_canon_sha256":"79443015f3aab2c3c949650018c18c6b3ae8ee5851b71703dbb813a850297c9e"},"schema_version":"1.0"},"canonical_sha256":"f45e38d7192ae9ed43507a49be7c20b8f37736e367f98162d30124c9c16d6c0a","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-08T01:18:19.049413Z","signature_b64":"1UcDhevg2kfMj7jvopsLfgNoJMv6VYt4nAnrDq8CFKoi+c94UpwoNIyD3uMcXaktUccb2SWbE+vSklgA3394Bg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"f45e38d7192ae9ed43507a49be7c20b8f37736e367f98162d30124c9c16d6c0a","last_reissued_at":"2026-07-08T01:18:19.048845Z","signature_status":"signed_v1","first_computed_at":"2026-07-08T01:18:19.048845Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2506.17182","source_version":3,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-08T01:18:19Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Nd+Ku1w8eeSVF7kYiCIqKUS2Cl3+cq8juwXoFSVuL5UWn9oZ9LPLQ5ruJSjx51KPmUaPFaCmBMGBdb0SZkq9Dg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-20T20:59:46.688360Z"},"content_sha256":"15cb499f24d0efa7d8fa8b2834f6002c8f16bb5ceaab4e4f4f92979b0606305e","schema_version":"1.0","event_id":"sha256:15cb499f24d0efa7d8fa8b2834f6002c8f16bb5ceaab4e4f4f92979b0606305e"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:6RPDRVYZFLU62Q2QPJE347BAXD","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Variational Learning of Disentangled Representations","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["stat.ML"],"primary_cat":"cs.LG","authors_text":"Bianca Dumitrascu, David Blei, Ozgur Beker, Yuli Slavutsky","submitted_at":"2025-06-20T17:36:12Z","abstract_excerpt":"Disentangled representations separate factors that are shared across conditions from those that are condition-specific. Such separation is needed for generalization to new domains, treatments, patients, or species. A dominant line of work pursues this goal through variational formulations. While these approaches achieve partial disentanglement, they often exhibit three common limitations: they either do not remove all condition-specific information from the condition-specific representation, allow the condition-specific representation to become uninformative, or impose independence assumptions"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.17182","kind":"arxiv","version":3},"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/2506.17182/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":"2026-07-08T01:18:19Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"YRMxAHosoCq6fZE2WXXESvS15WX1P0eoq2ydwlLJjq7y/Nac40N/HL7wak7nL6Vxs4qlQ0bK2z7MjLNagPE5BQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-20T20:59:46.688940Z"},"content_sha256":"f4f2c5af0e8096c3bd10e0ad6e352ac62b36dfe0bb25c341a64fd7d3dc724709","schema_version":"1.0","event_id":"sha256:f4f2c5af0e8096c3bd10e0ad6e352ac62b36dfe0bb25c341a64fd7d3dc724709"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/6RPDRVYZFLU62Q2QPJE347BAXD/bundle.json","state_url":"https://pith.science/pith/6RPDRVYZFLU62Q2QPJE347BAXD/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/6RPDRVYZFLU62Q2QPJE347BAXD/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":"2026-08-20T20:59:46Z","links":{"resolver":"https://pith.science/pith/6RPDRVYZFLU62Q2QPJE347BAXD","bundle":"https://pith.science/pith/6RPDRVYZFLU62Q2QPJE347BAXD/bundle.json","state":"https://pith.science/pith/6RPDRVYZFLU62Q2QPJE347BAXD/state.json","well_known_bundle":"https://pith.science/.well-known/pith/6RPDRVYZFLU62Q2QPJE347BAXD/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:6RPDRVYZFLU62Q2QPJE347BAXD","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":"79443015f3aab2c3c949650018c18c6b3ae8ee5851b71703dbb813a850297c9e","cross_cats_sorted":["stat.ML"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2025-06-20T17:36:12Z","title_canon_sha256":"4fdb0bda2671421e05b9dc887285c8274afb451a1a2158d83e7d821c5e264c61"},"schema_version":"1.0","source":{"id":"2506.17182","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.17182","created_at":"2026-07-08T01:18:19Z"},{"alias_kind":"arxiv_version","alias_value":"2506.17182v3","created_at":"2026-07-08T01:18:19Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.17182","created_at":"2026-07-08T01:18:19Z"},{"alias_kind":"pith_short_12","alias_value":"6RPDRVYZFLU6","created_at":"2026-07-08T01:18:19Z"},{"alias_kind":"pith_short_16","alias_value":"6RPDRVYZFLU62Q2Q","created_at":"2026-07-08T01:18:19Z"},{"alias_kind":"pith_short_8","alias_value":"6RPDRVYZ","created_at":"2026-07-08T01:18:19Z"}],"graph_snapshots":[{"event_id":"sha256:f4f2c5af0e8096c3bd10e0ad6e352ac62b36dfe0bb25c341a64fd7d3dc724709","target":"graph","created_at":"2026-07-08T01:18:19Z","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/2506.17182/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Disentangled representations separate factors that are shared across conditions from those that are condition-specific. Such separation is needed for generalization to new domains, treatments, patients, or species. A dominant line of work pursues this goal through variational formulations. While these approaches achieve partial disentanglement, they often exhibit three common limitations: they either do not remove all condition-specific information from the condition-specific representation, allow the condition-specific representation to become uninformative, or impose independence assumptions","authors_text":"Bianca Dumitrascu, David Blei, Ozgur Beker, Yuli Slavutsky","cross_cats":["stat.ML"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2025-06-20T17:36:12Z","title":"Variational Learning of Disentangled Representations"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.17182","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":"sha256:15cb499f24d0efa7d8fa8b2834f6002c8f16bb5ceaab4e4f4f92979b0606305e","target":"record","created_at":"2026-07-08T01:18:19Z","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":"79443015f3aab2c3c949650018c18c6b3ae8ee5851b71703dbb813a850297c9e","cross_cats_sorted":["stat.ML"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2025-06-20T17:36:12Z","title_canon_sha256":"4fdb0bda2671421e05b9dc887285c8274afb451a1a2158d83e7d821c5e264c61"},"schema_version":"1.0","source":{"id":"2506.17182","kind":"arxiv","version":3}},"canonical_sha256":"f45e38d7192ae9ed43507a49be7c20b8f37736e367f98162d30124c9c16d6c0a","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f45e38d7192ae9ed43507a49be7c20b8f37736e367f98162d30124c9c16d6c0a","first_computed_at":"2026-07-08T01:18:19.048845Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-08T01:18:19.048845Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"1UcDhevg2kfMj7jvopsLfgNoJMv6VYt4nAnrDq8CFKoi+c94UpwoNIyD3uMcXaktUccb2SWbE+vSklgA3394Bg==","signature_status":"signed_v1","signed_at":"2026-07-08T01:18:19.049413Z","signed_message":"canonical_sha256_bytes"},"source_id":"2506.17182","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:15cb499f24d0efa7d8fa8b2834f6002c8f16bb5ceaab4e4f4f92979b0606305e","sha256:f4f2c5af0e8096c3bd10e0ad6e352ac62b36dfe0bb25c341a64fd7d3dc724709"],"state_sha256":"0b24dd0ede1617fb499968c934cf1abd93d62b646c63cb64703c10d61228ff51"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"IUx4gbckJmi8t1+qtNEJKIfIiD3UTZml03hb00g0HNvJlT67RiY62+llgNtsVCAy/LXlYLWiIEMACKxTx8AjBg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-20T20:59:46.696241Z","bundle_sha256":"f9723b28ff2dd7a08f662c51b2d8e31b4a653687fa422f3088e30ea3a6c610b3"}}