{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:3AGECZAG5LRLZXC7SXCEVZWEPD","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":"54ad657171eeef2aaebe9b618d2a65f1663bb8f76960c4a4736f60cd0bdcc4c0","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-03-18T17:51:43Z","title_canon_sha256":"454a929b13cb4df7dc67ac6cfe56c15a25738e8440fda4c1d7d2425a84751cbc"},"schema_version":"1.0","source":{"id":"2403.12015","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2403.12015","created_at":"2026-07-05T07:57:35Z"},{"alias_kind":"arxiv_version","alias_value":"2403.12015v1","created_at":"2026-07-05T07:57:35Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2403.12015","created_at":"2026-07-05T07:57:35Z"},{"alias_kind":"pith_short_12","alias_value":"3AGECZAG5LRL","created_at":"2026-07-05T07:57:35Z"},{"alias_kind":"pith_short_16","alias_value":"3AGECZAG5LRLZXC7","created_at":"2026-07-05T07:57:35Z"},{"alias_kind":"pith_short_8","alias_value":"3AGECZAG","created_at":"2026-07-05T07:57:35Z"}],"graph_snapshots":[{"event_id":"sha256:ab85b951fe8a7e69b01317734f8aeba656f15c7fd99e6b3e1954d65ff14679f4","target":"graph","created_at":"2026-07-05T07:57:35Z","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/2403.12015/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Diffusion models are the main driver of progress in image and video synthesis, but suffer from slow inference speed. Distillation methods, like the recently introduced adversarial diffusion distillation (ADD) aim to shift the model from many-shot to single-step inference, albeit at the cost of expensive and difficult optimization due to its reliance on a fixed pretrained DINOv2 discriminator. We introduce Latent Adversarial Diffusion Distillation (LADD), a novel distillation approach overcoming the limitations of ADD. In contrast to pixel-based ADD, LADD utilizes generative features from pretr","authors_text":"Andreas Blattmann, Axel Sauer, Frederic Boesel, Patrick Esser, Robin Rombach, Tim Dockhorn","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-03-18T17:51:43Z","title":"Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2403.12015","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:c60387d129eb5a903788778f7a680bd5d3f8e5631d33c78967aaa122813b1de2","target":"record","created_at":"2026-07-05T07:57:35Z","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":"54ad657171eeef2aaebe9b618d2a65f1663bb8f76960c4a4736f60cd0bdcc4c0","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-03-18T17:51:43Z","title_canon_sha256":"454a929b13cb4df7dc67ac6cfe56c15a25738e8440fda4c1d7d2425a84751cbc"},"schema_version":"1.0","source":{"id":"2403.12015","kind":"arxiv","version":1}},"canonical_sha256":"d80c416406eae2bcdc5f95c44ae6c478fa57fd87a1cae2ddf994174336d6da67","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d80c416406eae2bcdc5f95c44ae6c478fa57fd87a1cae2ddf994174336d6da67","first_computed_at":"2026-07-05T07:57:35.175810Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:57:35.175810Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"fduaY9jH1+5bh0FvSZ5cw1bfGkhNNwkRGgIBSJbgMC2L/VQkBkF9CFStL47Hvw0tKFoRIipnvyjWXWM7edAtBA==","signature_status":"signed_v1","signed_at":"2026-07-05T07:57:35.176348Z","signed_message":"canonical_sha256_bytes"},"source_id":"2403.12015","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:c60387d129eb5a903788778f7a680bd5d3f8e5631d33c78967aaa122813b1de2","sha256:ab85b951fe8a7e69b01317734f8aeba656f15c7fd99e6b3e1954d65ff14679f4"],"state_sha256":"178a7e139fb690910b2435571dbecd2bcae97eb4084097eb3299836f0e9d33c8"}