{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:QDTKEQAB72E6ZO6IMOJXW6P7DX","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":"e9ae9d1beeb70cfd9f70dfa012593814327825b4284ad4d22e7d7c6becbb74a8","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-02-13T10:48:11Z","title_canon_sha256":"4d547f5e0209f639632627914c5beeedc16913ea01da195626a30fb69590663a"},"schema_version":"1.0","source":{"id":"2502.09164","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2502.09164","created_at":"2026-07-05T10:13:53Z"},{"alias_kind":"arxiv_version","alias_value":"2502.09164v1","created_at":"2026-07-05T10:13:53Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2502.09164","created_at":"2026-07-05T10:13:53Z"},{"alias_kind":"pith_short_12","alias_value":"QDTKEQAB72E6","created_at":"2026-07-05T10:13:53Z"},{"alias_kind":"pith_short_16","alias_value":"QDTKEQAB72E6ZO6I","created_at":"2026-07-05T10:13:53Z"},{"alias_kind":"pith_short_8","alias_value":"QDTKEQAB","created_at":"2026-07-05T10:13:53Z"}],"graph_snapshots":[{"event_id":"sha256:64c560ec5a44ca15723b1baa11223a43b6eb03a70bc5b3f65624678cf7f232f7","target":"graph","created_at":"2026-07-05T10:13:53Z","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/2502.09164/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We propose E-MD3C ($\\underline{E}$fficient $\\underline{M}$asked $\\underline{D}$iffusion Transformer with Disentangled $\\underline{C}$onditions and $\\underline{C}$ompact $\\underline{C}$ollector), a highly efficient framework for zero-shot object image customization. Unlike prior works reliant on resource-intensive Unet architectures, our approach employs lightweight masked diffusion transformers operating on latent patches, offering significantly improved computational efficiency. The framework integrates three core components: (1) an efficient masked diffusion transformer for processing autoen","authors_text":"Chang D. Yoo, Ji Woo Hong, Trung X. Pham, Xuran Zheng, Zhang Kang","cross_cats":["cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-02-13T10:48:11Z","title":"E-MD3C: Taming Masked Diffusion Transformers for Efficient Zero-Shot Object Customization"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2502.09164","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":"sha256:3811e07a1e455ea69700ab84e39be6e79ab31486d95604818749bf8f5b787f22","target":"record","created_at":"2026-07-05T10:13:53Z","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":"e9ae9d1beeb70cfd9f70dfa012593814327825b4284ad4d22e7d7c6becbb74a8","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-02-13T10:48:11Z","title_canon_sha256":"4d547f5e0209f639632627914c5beeedc16913ea01da195626a30fb69590663a"},"schema_version":"1.0","source":{"id":"2502.09164","kind":"arxiv","version":1}},"canonical_sha256":"80e6a24001fe89ecbbc863937b79ff1df67952206352e37403cd4b995e0ddc45","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"80e6a24001fe89ecbbc863937b79ff1df67952206352e37403cd4b995e0ddc45","first_computed_at":"2026-07-05T10:13:53.229662Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:13:53.229662Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"pf+Fahck+zEPVX3+Dh5VidhqWhYs6UC7kflFYowmLW4mPTFpBx+MzaBAtRrkAFL2CaNwzPwBFoNO7csWSrvZCw==","signature_status":"signed_v1","signed_at":"2026-07-05T10:13:53.230111Z","signed_message":"canonical_sha256_bytes"},"source_id":"2502.09164","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:3811e07a1e455ea69700ab84e39be6e79ab31486d95604818749bf8f5b787f22","sha256:64c560ec5a44ca15723b1baa11223a43b6eb03a70bc5b3f65624678cf7f232f7"],"state_sha256":"0f57dcf43c2a1a297b2a5b2e551491489fb5e2c1944466704bb99314ff8301e5"}