{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:WRUHWO4ANWMTCYKMJRWHNQNEJX","short_pith_number":"pith:WRUHWO4A","canonical_record":{"source":{"id":"2502.01639","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-02-03T18:59:55Z","cross_cats_sorted":["cs.GR","cs.LG"],"title_canon_sha256":"64bcafdd1ad8f8b5a88765d00869cdca2f65fc50588683f963c8c38625178f33","abstract_canon_sha256":"85f3c029454cce393cb11e7cfba5efab4a1809b3212c7f97ad0e24b202ed6caf"},"schema_version":"1.0"},"canonical_sha256":"b4687b3b806d9931614c4c6c76c1a44decc3a52464002eb23c0def9ad3261263","source":{"kind":"arxiv","id":"2502.01639","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2502.01639","created_at":"2026-07-05T10:08:57Z"},{"alias_kind":"arxiv_version","alias_value":"2502.01639v1","created_at":"2026-07-05T10:08:57Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2502.01639","created_at":"2026-07-05T10:08:57Z"},{"alias_kind":"pith_short_12","alias_value":"WRUHWO4ANWMT","created_at":"2026-07-05T10:08:57Z"},{"alias_kind":"pith_short_16","alias_value":"WRUHWO4ANWMTCYKM","created_at":"2026-07-05T10:08:57Z"},{"alias_kind":"pith_short_8","alias_value":"WRUHWO4A","created_at":"2026-07-05T10:08:57Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:WRUHWO4ANWMTCYKMJRWHNQNEJX","target":"record","payload":{"canonical_record":{"source":{"id":"2502.01639","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-02-03T18:59:55Z","cross_cats_sorted":["cs.GR","cs.LG"],"title_canon_sha256":"64bcafdd1ad8f8b5a88765d00869cdca2f65fc50588683f963c8c38625178f33","abstract_canon_sha256":"85f3c029454cce393cb11e7cfba5efab4a1809b3212c7f97ad0e24b202ed6caf"},"schema_version":"1.0"},"canonical_sha256":"b4687b3b806d9931614c4c6c76c1a44decc3a52464002eb23c0def9ad3261263","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:08:57.422946Z","signature_b64":"w59PbgdpU1Fbs03IfxjJZJoLhUBLzhYwsjmZWgtt6cTX1krzmhDjLCUhR+UFjIDIrygiwNkTkXwpeDl6M/IPBg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"b4687b3b806d9931614c4c6c76c1a44decc3a52464002eb23c0def9ad3261263","last_reissued_at":"2026-07-05T10:08:57.422513Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:08:57.422513Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2502.01639","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T10:08:57Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"WeVHLzOH71tS1VOGp6LwKyMB06ZbTVjcZjCfqGrSHjbDbZphnn4e3+rNJFTMTQQWani3sGAU7uvFSpQvgDx7Dg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-11T05:42:51.055704Z"},"content_sha256":"19c5e6d02663ad8c666d09141fb47b9d1a15120f6275d3e6d634853087cb23e0","schema_version":"1.0","event_id":"sha256:19c5e6d02663ad8c666d09141fb47b9d1a15120f6275d3e6d634853087cb23e0"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:WRUHWO4ANWMTCYKMJRWHNQNEJX","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"SliderSpace: Decomposing the Visual Capabilities of Diffusion Models","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.GR","cs.LG"],"primary_cat":"cs.CV","authors_text":"David Bau, Eli Shechtman, Nick Kolkin, Richard Zhang, Rohit Gandikota, Zongze Wu","submitted_at":"2025-02-03T18:59:55Z","abstract_excerpt":"We present SliderSpace, a framework for automatically decomposing the visual capabilities of diffusion models into controllable and human-understandable directions. Unlike existing control methods that require a user to specify attributes for each edit direction individually, SliderSpace discovers multiple interpretable and diverse directions simultaneously from a single text prompt. Each direction is trained as a low-rank adaptor, enabling compositional control and the discovery of surprising possibilities in the model's latent space. Through extensive experiments on state-of-the-art diffusio"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2502.01639","kind":"arxiv","version":1},"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/2502.01639/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":"2026-07-05T10:08:57Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"URg8I96MCXhDzdkaBwPXYjtMsWO9l0RSon/g0MLXUO69Z/M6hv8WWnncHgYnxfy6/ybNN6WcjntNJ7+unI+5Dg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-11T05:42:51.056218Z"},"content_sha256":"cef881d77d6d8df8176bfce6daba71138043b57b21b41f887d7f6a5b18e37646","schema_version":"1.0","event_id":"sha256:cef881d77d6d8df8176bfce6daba71138043b57b21b41f887d7f6a5b18e37646"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/WRUHWO4ANWMTCYKMJRWHNQNEJX/bundle.json","state_url":"https://pith.science/pith/WRUHWO4ANWMTCYKMJRWHNQNEJX/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/WRUHWO4ANWMTCYKMJRWHNQNEJX/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":"2026-08-11T05:42:51Z","links":{"resolver":"https://pith.science/pith/WRUHWO4ANWMTCYKMJRWHNQNEJX","bundle":"https://pith.science/pith/WRUHWO4ANWMTCYKMJRWHNQNEJX/bundle.json","state":"https://pith.science/pith/WRUHWO4ANWMTCYKMJRWHNQNEJX/state.json","well_known_bundle":"https://pith.science/.well-known/pith/WRUHWO4ANWMTCYKMJRWHNQNEJX/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:WRUHWO4ANWMTCYKMJRWHNQNEJX","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":"85f3c029454cce393cb11e7cfba5efab4a1809b3212c7f97ad0e24b202ed6caf","cross_cats_sorted":["cs.GR","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-02-03T18:59:55Z","title_canon_sha256":"64bcafdd1ad8f8b5a88765d00869cdca2f65fc50588683f963c8c38625178f33"},"schema_version":"1.0","source":{"id":"2502.01639","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2502.01639","created_at":"2026-07-05T10:08:57Z"},{"alias_kind":"arxiv_version","alias_value":"2502.01639v1","created_at":"2026-07-05T10:08:57Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2502.01639","created_at":"2026-07-05T10:08:57Z"},{"alias_kind":"pith_short_12","alias_value":"WRUHWO4ANWMT","created_at":"2026-07-05T10:08:57Z"},{"alias_kind":"pith_short_16","alias_value":"WRUHWO4ANWMTCYKM","created_at":"2026-07-05T10:08:57Z"},{"alias_kind":"pith_short_8","alias_value":"WRUHWO4A","created_at":"2026-07-05T10:08:57Z"}],"graph_snapshots":[{"event_id":"sha256:cef881d77d6d8df8176bfce6daba71138043b57b21b41f887d7f6a5b18e37646","target":"graph","created_at":"2026-07-05T10:08:57Z","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/2502.01639/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We present SliderSpace, a framework for automatically decomposing the visual capabilities of diffusion models into controllable and human-understandable directions. Unlike existing control methods that require a user to specify attributes for each edit direction individually, SliderSpace discovers multiple interpretable and diverse directions simultaneously from a single text prompt. Each direction is trained as a low-rank adaptor, enabling compositional control and the discovery of surprising possibilities in the model's latent space. Through extensive experiments on state-of-the-art diffusio","authors_text":"David Bau, Eli Shechtman, Nick Kolkin, Richard Zhang, Rohit Gandikota, Zongze Wu","cross_cats":["cs.GR","cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-02-03T18:59:55Z","title":"SliderSpace: Decomposing the Visual Capabilities of Diffusion Models"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2502.01639","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":"sha256:19c5e6d02663ad8c666d09141fb47b9d1a15120f6275d3e6d634853087cb23e0","target":"record","created_at":"2026-07-05T10:08:57Z","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":"85f3c029454cce393cb11e7cfba5efab4a1809b3212c7f97ad0e24b202ed6caf","cross_cats_sorted":["cs.GR","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-02-03T18:59:55Z","title_canon_sha256":"64bcafdd1ad8f8b5a88765d00869cdca2f65fc50588683f963c8c38625178f33"},"schema_version":"1.0","source":{"id":"2502.01639","kind":"arxiv","version":1}},"canonical_sha256":"b4687b3b806d9931614c4c6c76c1a44decc3a52464002eb23c0def9ad3261263","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"b4687b3b806d9931614c4c6c76c1a44decc3a52464002eb23c0def9ad3261263","first_computed_at":"2026-07-05T10:08:57.422513Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:08:57.422513Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"w59PbgdpU1Fbs03IfxjJZJoLhUBLzhYwsjmZWgtt6cTX1krzmhDjLCUhR+UFjIDIrygiwNkTkXwpeDl6M/IPBg==","signature_status":"signed_v1","signed_at":"2026-07-05T10:08:57.422946Z","signed_message":"canonical_sha256_bytes"},"source_id":"2502.01639","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:19c5e6d02663ad8c666d09141fb47b9d1a15120f6275d3e6d634853087cb23e0","sha256:cef881d77d6d8df8176bfce6daba71138043b57b21b41f887d7f6a5b18e37646"],"state_sha256":"f9abcb2404f3a35fd75b5b1028a0ff9fd720654f5b6a446764bb095d5bd0841c"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"HryLV/ZOa8ECvSFcC6zzDf+NvdR+BiuTTbBb4VL/reTgKCB4t8jGREz8iAe3ubeXUf6+WW96iaPYzD9dNysxCw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-11T05:42:51.061202Z","bundle_sha256":"11a3e18d4a9cb66199ea9b7011ddffa7aa26a8a28f8038b1a8847a01bcce8607"}}