{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2019:L5IZOYVJP5UWYBGOURTJN2AI2Z","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":"43a533bfd8c9b51ca0a5909caa47d323c5ba09c5d75b59f8af6bbb0d7442052c","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2019-06-03T13:42:59Z","title_canon_sha256":"225a0fb64a88f0c0cce82181ee177f0393a7cb106605ab14975a1dd6eca3d22a"},"schema_version":"1.0","source":{"id":"1906.00804","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1906.00804","created_at":"2026-05-17T23:44:23Z"},{"alias_kind":"arxiv_version","alias_value":"1906.00804v1","created_at":"2026-05-17T23:44:23Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1906.00804","created_at":"2026-05-17T23:44:23Z"},{"alias_kind":"pith_short_12","alias_value":"L5IZOYVJP5UW","created_at":"2026-05-18T12:33:21Z"},{"alias_kind":"pith_short_16","alias_value":"L5IZOYVJP5UWYBGO","created_at":"2026-05-18T12:33:21Z"},{"alias_kind":"pith_short_8","alias_value":"L5IZOYVJ","created_at":"2026-05-18T12:33:21Z"}],"graph_snapshots":[{"event_id":"sha256:b02350ef8edd669d5ef5836db9dc6d2f80fed6b270aad8518e5bd8bb780bde3c","target":"graph","created_at":"2026-05-17T23:44:23Z","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"},"paper":{"abstract_excerpt":"In computer vision, disentangling techniques aim at improving latent representations of images by modeling factors of variation. In this paper, we propose DualDis, a new auto-encoder-based framework that disentangles and linearizes class and attribute information. This is achieved thanks to a two-branch architecture forcing the separation of the two kinds of information, accompanied by a decoder for image reconstruction and generation. To effectively separate the information, we propose to use a combination of regular and adversarial classifiers to guide the two branches in specializing for cl","authors_text":"Matthieu Cord, Nicolas Thome, Thomas Robert","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2019-06-03T13:42:59Z","title":"DualDis: Dual-Branch Disentangling with Adversarial Learning"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1906.00804","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":"sha256:7ef9ed8b00152c214b678d4400a80095ff7f10c8a1a0c2260b9822e76fc08aac","target":"record","created_at":"2026-05-17T23:44:23Z","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":"43a533bfd8c9b51ca0a5909caa47d323c5ba09c5d75b59f8af6bbb0d7442052c","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2019-06-03T13:42:59Z","title_canon_sha256":"225a0fb64a88f0c0cce82181ee177f0393a7cb106605ab14975a1dd6eca3d22a"},"schema_version":"1.0","source":{"id":"1906.00804","kind":"arxiv","version":1}},"canonical_sha256":"5f519762a97f696c04cea46696e808d66e92ce0fcc9662fbbd3ae47fe0d27533","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"5f519762a97f696c04cea46696e808d66e92ce0fcc9662fbbd3ae47fe0d27533","first_computed_at":"2026-05-17T23:44:23.838343Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-17T23:44:23.838343Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"TfMrfkfKCZBPLBiQj8MlOZqjH5IT0eunxkcYOjR1wBpC/1f4+j/1zO4vWJgCk1b1w7hNDfmxJk5eGFLy6xjSDg==","signature_status":"signed_v1","signed_at":"2026-05-17T23:44:23.838857Z","signed_message":"canonical_sha256_bytes"},"source_id":"1906.00804","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:7ef9ed8b00152c214b678d4400a80095ff7f10c8a1a0c2260b9822e76fc08aac","sha256:b02350ef8edd669d5ef5836db9dc6d2f80fed6b270aad8518e5bd8bb780bde3c"],"state_sha256":"3cc43e69eb9724143fed33d171d1013a3574c45446b1579fd7a3a85872042577"}