{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:6X7CSFI7QQNW4RPWT6Z6COUOQ5","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":"7531b0a47c890481e33cdb8353e2b1edfadba6812e90f90f3603964abec1e03e","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-08-05T13:22:43Z","title_canon_sha256":"1248ad5a9f965bb6d735da2af27e961e031530d9241ec60e7c37ad22c7f233fc"},"schema_version":"1.0","source":{"id":"2608.04818","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2608.04818","created_at":"2026-08-06T01:47:20Z"},{"alias_kind":"arxiv_version","alias_value":"2608.04818v1","created_at":"2026-08-06T01:47:20Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.04818","created_at":"2026-08-06T01:47:20Z"},{"alias_kind":"pith_short_12","alias_value":"6X7CSFI7QQNW","created_at":"2026-08-06T01:47:20Z"},{"alias_kind":"pith_short_16","alias_value":"6X7CSFI7QQNW4RPW","created_at":"2026-08-06T01:47:20Z"},{"alias_kind":"pith_short_8","alias_value":"6X7CSFI7","created_at":"2026-08-06T01:47:20Z"}],"graph_snapshots":[{"event_id":"sha256:047d98f6fb78ba1945d20a4665afc982a085c33b5e8649e71fa666558c91cf4e","target":"graph","created_at":"2026-08-06T01:47:20Z","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/2608.04818/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Modern diffusion and flow-based models are increasingly moving toward few-step, latent-free generation to bypass the computational overhead of multi-step sampling and the reconstruction bottlenecks of external autoencoders. We propose the Interval Denoiser, a theoretically rigorous framework for latent-free generation. Derived directly from the flow matching ODE, it establishes an exact analytical mapping for intermediate trajectory states. Unlike prior formulations, our prediction is shown to reside on a low-dimensional manifold across any time interval, making the regression tractable for a ","authors_text":"Aibek Alanov, Alexander Korotin, Alexander Zaytsev, Dmitry Baranchuk","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-08-05T13:22:43Z","title":"Rethinking Pixel Mean Flows via Interval Denoiser"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.04818","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:d8fedde2aebd1f81b3ed7fe73cfd09db5c7a4384c9b6b53f092bc8f343528981","target":"record","created_at":"2026-08-06T01:47:20Z","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":"7531b0a47c890481e33cdb8353e2b1edfadba6812e90f90f3603964abec1e03e","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-08-05T13:22:43Z","title_canon_sha256":"1248ad5a9f965bb6d735da2af27e961e031530d9241ec60e7c37ad22c7f233fc"},"schema_version":"1.0","source":{"id":"2608.04818","kind":"arxiv","version":1}},"canonical_sha256":"f5fe29151f841b6e45f69fb3e13a8e876577d3b965e3413eff8cc43f360f6e86","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f5fe29151f841b6e45f69fb3e13a8e876577d3b965e3413eff8cc43f360f6e86","first_computed_at":"2026-08-06T01:47:20.432451Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-08-06T01:47:20.432451Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"78vqOPMhKsWP0feyHNVUPB3tqc/h37lvgV+hN/c85/dtaz+ogsBGVBCB3xUh9BpHz7okxh/An3mhYIYd18PABA==","signature_status":"signed_v1","signed_at":"2026-08-06T01:47:20.433802Z","signed_message":"canonical_sha256_bytes"},"source_id":"2608.04818","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:d8fedde2aebd1f81b3ed7fe73cfd09db5c7a4384c9b6b53f092bc8f343528981","sha256:047d98f6fb78ba1945d20a4665afc982a085c33b5e8649e71fa666558c91cf4e"],"state_sha256":"2ba2ddb3206d854fb892b8319153c3ce24eca7bc9c02364b8ddb444ee3e9da31"}