{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:ZSQQYUQIA5DQR3P4MT3EY3K3X5","short_pith_number":"pith:ZSQQYUQI","canonical_record":{"source":{"id":"2305.03509","kind":"arxiv","version":3},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2023-05-04T16:14:43Z","cross_cats_sorted":["cs.AI","cs.HC","cs.LG"],"title_canon_sha256":"6c6af8814a71bef1abdbeb7b4c9c1d10bfd74916107a9b045d991b20164076db","abstract_canon_sha256":"7d392153c3f39f27fd8126ed316a4c602510aaf887769024b6e8dd18148f53d8"},"schema_version":"1.0"},"canonical_sha256":"cca10c5208074708edfc64f64c6d5bbf6f7218fa39ed8eaad568b3a971017d8d","source":{"kind":"arxiv","id":"2305.03509","version":3},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2305.03509","created_at":"2026-07-05T09:01:24Z"},{"alias_kind":"arxiv_version","alias_value":"2305.03509v3","created_at":"2026-07-05T09:01:24Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2305.03509","created_at":"2026-07-05T09:01:24Z"},{"alias_kind":"pith_short_12","alias_value":"ZSQQYUQIA5DQ","created_at":"2026-07-05T09:01:24Z"},{"alias_kind":"pith_short_16","alias_value":"ZSQQYUQIA5DQR3P4","created_at":"2026-07-05T09:01:24Z"},{"alias_kind":"pith_short_8","alias_value":"ZSQQYUQI","created_at":"2026-07-05T09:01:24Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:ZSQQYUQIA5DQR3P4MT3EY3K3X5","target":"record","payload":{"canonical_record":{"source":{"id":"2305.03509","kind":"arxiv","version":3},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2023-05-04T16:14:43Z","cross_cats_sorted":["cs.AI","cs.HC","cs.LG"],"title_canon_sha256":"6c6af8814a71bef1abdbeb7b4c9c1d10bfd74916107a9b045d991b20164076db","abstract_canon_sha256":"7d392153c3f39f27fd8126ed316a4c602510aaf887769024b6e8dd18148f53d8"},"schema_version":"1.0"},"canonical_sha256":"cca10c5208074708edfc64f64c6d5bbf6f7218fa39ed8eaad568b3a971017d8d","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:01:24.183816Z","signature_b64":"XtoZFepEwKHgjqA7WZEN81jwASeR3mE0Y2CtRtJHjIcjw12AEwCZgKbwdQZpmwfAhrOzVYG9mgDHalZVwh8PDA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"cca10c5208074708edfc64f64c6d5bbf6f7218fa39ed8eaad568b3a971017d8d","last_reissued_at":"2026-07-05T09:01:24.183287Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:01:24.183287Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2305.03509","source_version":3,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T09:01:24Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"jqJymuVhyEvMWW8uMStXBWUZ55dxFtobaxYj9+bg108n9ioAFJF5OUT3Rg34ZqRGud6eECW5kGYnjyAhszX/CQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-16T23:28:34.837086Z"},"content_sha256":"3410e7871814268e55c8fb52bd1f32481711132c2c03eab46d732e9768954b40","schema_version":"1.0","event_id":"sha256:3410e7871814268e55c8fb52bd1f32481711132c2c03eab46d732e9768954b40"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:ZSQQYUQIA5DQR3P4MT3EY3K3X5","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Diffusion Explainer: Visual Explanation for Text-to-image Stable Diffusion","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.AI","cs.HC","cs.LG"],"primary_cat":"cs.CL","authors_text":"Austin Wright, Benjamin Hoover, Duen Horng Chau, Haekyu Park, Haoyang Yang, Hendrik Strobelt, Kevin Li, Seongmin Lee, ShengYun Peng, Zijie J. Wang","submitted_at":"2023-05-04T16:14:43Z","abstract_excerpt":"Diffusion-based generative models' impressive ability to create convincing images has garnered global attention. However, their complex structures and operations often pose challenges for non-experts to grasp. We present Diffusion Explainer, the first interactive visualization tool that explains how Stable Diffusion transforms text prompts into images. Diffusion Explainer tightly integrates a visual overview of Stable Diffusion's complex structure with explanations of the underlying operations. By comparing image generation of prompt variants, users can discover the impact of keyword changes o"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2305.03509","kind":"arxiv","version":3},"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/2305.03509/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":"2026-07-05T09:01:24Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"ALGvCxntjBkx/ekKAPBCZdFIUn+b8JaRNxSrFaCI3YWe0NDml3F8RkLdX/af/ocgSXADb+/m9wAUNfL4XuYtCw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-16T23:28:34.837606Z"},"content_sha256":"757227fe472a45507dd6a0103132b885f0a27c46da5394b077830f6c0a9baaa9","schema_version":"1.0","event_id":"sha256:757227fe472a45507dd6a0103132b885f0a27c46da5394b077830f6c0a9baaa9"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/ZSQQYUQIA5DQR3P4MT3EY3K3X5/bundle.json","state_url":"https://pith.science/pith/ZSQQYUQIA5DQR3P4MT3EY3K3X5/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/ZSQQYUQIA5DQR3P4MT3EY3K3X5/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":"2026-08-16T23:28:34Z","links":{"resolver":"https://pith.science/pith/ZSQQYUQIA5DQR3P4MT3EY3K3X5","bundle":"https://pith.science/pith/ZSQQYUQIA5DQR3P4MT3EY3K3X5/bundle.json","state":"https://pith.science/pith/ZSQQYUQIA5DQR3P4MT3EY3K3X5/state.json","well_known_bundle":"https://pith.science/.well-known/pith/ZSQQYUQIA5DQR3P4MT3EY3K3X5/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:ZSQQYUQIA5DQR3P4MT3EY3K3X5","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":"7d392153c3f39f27fd8126ed316a4c602510aaf887769024b6e8dd18148f53d8","cross_cats_sorted":["cs.AI","cs.HC","cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2023-05-04T16:14:43Z","title_canon_sha256":"6c6af8814a71bef1abdbeb7b4c9c1d10bfd74916107a9b045d991b20164076db"},"schema_version":"1.0","source":{"id":"2305.03509","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2305.03509","created_at":"2026-07-05T09:01:24Z"},{"alias_kind":"arxiv_version","alias_value":"2305.03509v3","created_at":"2026-07-05T09:01:24Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2305.03509","created_at":"2026-07-05T09:01:24Z"},{"alias_kind":"pith_short_12","alias_value":"ZSQQYUQIA5DQ","created_at":"2026-07-05T09:01:24Z"},{"alias_kind":"pith_short_16","alias_value":"ZSQQYUQIA5DQR3P4","created_at":"2026-07-05T09:01:24Z"},{"alias_kind":"pith_short_8","alias_value":"ZSQQYUQI","created_at":"2026-07-05T09:01:24Z"}],"graph_snapshots":[{"event_id":"sha256:757227fe472a45507dd6a0103132b885f0a27c46da5394b077830f6c0a9baaa9","target":"graph","created_at":"2026-07-05T09:01:24Z","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/2305.03509/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Diffusion-based generative models' impressive ability to create convincing images has garnered global attention. However, their complex structures and operations often pose challenges for non-experts to grasp. We present Diffusion Explainer, the first interactive visualization tool that explains how Stable Diffusion transforms text prompts into images. Diffusion Explainer tightly integrates a visual overview of Stable Diffusion's complex structure with explanations of the underlying operations. By comparing image generation of prompt variants, users can discover the impact of keyword changes o","authors_text":"Austin Wright, Benjamin Hoover, Duen Horng Chau, Haekyu Park, Haoyang Yang, Hendrik Strobelt, Kevin Li, Seongmin Lee, ShengYun Peng, Zijie J. Wang","cross_cats":["cs.AI","cs.HC","cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2023-05-04T16:14:43Z","title":"Diffusion Explainer: Visual Explanation for Text-to-image Stable Diffusion"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2305.03509","kind":"arxiv","version":3},"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":"sha256:3410e7871814268e55c8fb52bd1f32481711132c2c03eab46d732e9768954b40","target":"record","created_at":"2026-07-05T09:01:24Z","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":"7d392153c3f39f27fd8126ed316a4c602510aaf887769024b6e8dd18148f53d8","cross_cats_sorted":["cs.AI","cs.HC","cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2023-05-04T16:14:43Z","title_canon_sha256":"6c6af8814a71bef1abdbeb7b4c9c1d10bfd74916107a9b045d991b20164076db"},"schema_version":"1.0","source":{"id":"2305.03509","kind":"arxiv","version":3}},"canonical_sha256":"cca10c5208074708edfc64f64c6d5bbf6f7218fa39ed8eaad568b3a971017d8d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"cca10c5208074708edfc64f64c6d5bbf6f7218fa39ed8eaad568b3a971017d8d","first_computed_at":"2026-07-05T09:01:24.183287Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:01:24.183287Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"XtoZFepEwKHgjqA7WZEN81jwASeR3mE0Y2CtRtJHjIcjw12AEwCZgKbwdQZpmwfAhrOzVYG9mgDHalZVwh8PDA==","signature_status":"signed_v1","signed_at":"2026-07-05T09:01:24.183816Z","signed_message":"canonical_sha256_bytes"},"source_id":"2305.03509","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:3410e7871814268e55c8fb52bd1f32481711132c2c03eab46d732e9768954b40","sha256:757227fe472a45507dd6a0103132b885f0a27c46da5394b077830f6c0a9baaa9"],"state_sha256":"ac2786b7e485708681b20fafd325d936b4402fa71973484ee04cd9b6009ea0fa"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"wZmdwboEYRNkQ4YXz+ovQykDq8V1n3eV3b57/qJuSH7WXpwsJ00okU4ckTxQFoOnPm+GNZqAd3FyQLESblBpBA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-16T23:28:34.841190Z","bundle_sha256":"d8f624e925e0f79c24660d3aa8ed807bb4544bd59c6bd77f33a23052ed948acb"}}