{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2022:36RDAHXG47AQPB3ZB4W4P7ZXWR","short_pith_number":"pith:36RDAHXG","canonical_record":{"source":{"id":"2211.07292","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2022-11-14T11:52:55Z","cross_cats_sorted":["cs.LG"],"title_canon_sha256":"b37c99e31a0f8bd8b8c988b2f254a83eefde08f621fd224a5060391b1b8b12e7","abstract_canon_sha256":"5a100df1283f7bb078152bebc29444ec96b229c7edc735078c91b021584a828c"},"schema_version":"1.0"},"canonical_sha256":"dfa2301ee6e7c10787790f2dc7ff37b441e017b6dc4b99bfd775292976396617","source":{"kind":"arxiv","id":"2211.07292","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2211.07292","created_at":"2026-07-05T06:12:39Z"},{"alias_kind":"arxiv_version","alias_value":"2211.07292v2","created_at":"2026-07-05T06:12:39Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2211.07292","created_at":"2026-07-05T06:12:39Z"},{"alias_kind":"pith_short_12","alias_value":"36RDAHXG47AQ","created_at":"2026-07-05T06:12:39Z"},{"alias_kind":"pith_short_16","alias_value":"36RDAHXG47AQPB3Z","created_at":"2026-07-05T06:12:39Z"},{"alias_kind":"pith_short_8","alias_value":"36RDAHXG","created_at":"2026-07-05T06:12:39Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2022:36RDAHXG47AQPB3ZB4W4P7ZXWR","target":"record","payload":{"canonical_record":{"source":{"id":"2211.07292","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2022-11-14T11:52:55Z","cross_cats_sorted":["cs.LG"],"title_canon_sha256":"b37c99e31a0f8bd8b8c988b2f254a83eefde08f621fd224a5060391b1b8b12e7","abstract_canon_sha256":"5a100df1283f7bb078152bebc29444ec96b229c7edc735078c91b021584a828c"},"schema_version":"1.0"},"canonical_sha256":"dfa2301ee6e7c10787790f2dc7ff37b441e017b6dc4b99bfd775292976396617","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T06:12:39.042418Z","signature_b64":"2JwfOATZqtveIshwHau4R6dAA4xoAygT8/9fF4quOaQ8h2dcHchkf6+cy/BiEWvsYfotyf1JWQsTxDro2hM3CA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"dfa2301ee6e7c10787790f2dc7ff37b441e017b6dc4b99bfd775292976396617","last_reissued_at":"2026-07-05T06:12:39.041983Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T06:12:39.041983Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2211.07292","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T06:12:39Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"hwwL1yT8xOGNLhVmJ1N5eaNos8KHmgS5I3viXxoZjGLDfu8rVTzdLYgz2G/makP4NZsAcugnhYpVQ4GNgj6rAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-08T03:37:29.911648Z"},"content_sha256":"fe913e54a24cf811964bc7054cc37bd7e63a51ad5656236854af3b5c7ba78529","schema_version":"1.0","event_id":"sha256:fe913e54a24cf811964bc7054cc37bd7e63a51ad5656236854af3b5c7ba78529"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2022:36RDAHXG47AQPB3ZB4W4P7ZXWR","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"A Novel Sampling Scheme for Text- and Image-Conditional Image Synthesis in Quantized Latent Spaces","license":"http://creativecommons.org/licenses/by-sa/4.0/","headline":"","cross_cats":["cs.LG"],"primary_cat":"cs.CV","authors_text":"Dominic Rampas, Marc Aubreville, Pablo Pernias","submitted_at":"2022-11-14T11:52:55Z","abstract_excerpt":"Recent advancements in the domain of text-to-image synthesis have culminated in a multitude of enhancements pertaining to quality, fidelity, and diversity. Contemporary techniques enable the generation of highly intricate visuals which rapidly approach near-photorealistic quality. Nevertheless, as progress is achieved, the complexity of these methodologies increases, consequently intensifying the comprehension barrier between individuals within the field and those external to it.\n  In an endeavor to mitigate this disparity, we propose a streamlined approach for text-to-image generation, which "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2211.07292","kind":"arxiv","version":2},"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/2211.07292/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":"2026-07-05T06:12:39Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"UgtWcDaYZsHLBvKD/kAkTTTPGueehrGomviKkVqgF1GVW4UBktjPR7Vs41dLfHaTVg9pBEjAjoQA1PfleetiBg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-08T03:37:29.912148Z"},"content_sha256":"a8ee7783d270ffa64289ca63e24bddd545ab2b91f1c339cbfb5b90fecfb6c03e","schema_version":"1.0","event_id":"sha256:a8ee7783d270ffa64289ca63e24bddd545ab2b91f1c339cbfb5b90fecfb6c03e"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/36RDAHXG47AQPB3ZB4W4P7ZXWR/bundle.json","state_url":"https://pith.science/pith/36RDAHXG47AQPB3ZB4W4P7ZXWR/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/36RDAHXG47AQPB3ZB4W4P7ZXWR/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":"2026-08-08T03:37:29Z","links":{"resolver":"https://pith.science/pith/36RDAHXG47AQPB3ZB4W4P7ZXWR","bundle":"https://pith.science/pith/36RDAHXG47AQPB3ZB4W4P7ZXWR/bundle.json","state":"https://pith.science/pith/36RDAHXG47AQPB3ZB4W4P7ZXWR/state.json","well_known_bundle":"https://pith.science/.well-known/pith/36RDAHXG47AQPB3ZB4W4P7ZXWR/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2022:36RDAHXG47AQPB3ZB4W4P7ZXWR","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":"5a100df1283f7bb078152bebc29444ec96b229c7edc735078c91b021584a828c","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2022-11-14T11:52:55Z","title_canon_sha256":"b37c99e31a0f8bd8b8c988b2f254a83eefde08f621fd224a5060391b1b8b12e7"},"schema_version":"1.0","source":{"id":"2211.07292","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2211.07292","created_at":"2026-07-05T06:12:39Z"},{"alias_kind":"arxiv_version","alias_value":"2211.07292v2","created_at":"2026-07-05T06:12:39Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2211.07292","created_at":"2026-07-05T06:12:39Z"},{"alias_kind":"pith_short_12","alias_value":"36RDAHXG47AQ","created_at":"2026-07-05T06:12:39Z"},{"alias_kind":"pith_short_16","alias_value":"36RDAHXG47AQPB3Z","created_at":"2026-07-05T06:12:39Z"},{"alias_kind":"pith_short_8","alias_value":"36RDAHXG","created_at":"2026-07-05T06:12:39Z"}],"graph_snapshots":[{"event_id":"sha256:a8ee7783d270ffa64289ca63e24bddd545ab2b91f1c339cbfb5b90fecfb6c03e","target":"graph","created_at":"2026-07-05T06:12:39Z","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/2211.07292/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Recent advancements in the domain of text-to-image synthesis have culminated in a multitude of enhancements pertaining to quality, fidelity, and diversity. Contemporary techniques enable the generation of highly intricate visuals which rapidly approach near-photorealistic quality. Nevertheless, as progress is achieved, the complexity of these methodologies increases, consequently intensifying the comprehension barrier between individuals within the field and those external to it.\n  In an endeavor to mitigate this disparity, we propose a streamlined approach for text-to-image generation, which ","authors_text":"Dominic Rampas, Marc Aubreville, Pablo Pernias","cross_cats":["cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2022-11-14T11:52:55Z","title":"A Novel Sampling Scheme for Text- and Image-Conditional Image Synthesis in Quantized Latent Spaces"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2211.07292","kind":"arxiv","version":2},"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:fe913e54a24cf811964bc7054cc37bd7e63a51ad5656236854af3b5c7ba78529","target":"record","created_at":"2026-07-05T06:12:39Z","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":"5a100df1283f7bb078152bebc29444ec96b229c7edc735078c91b021584a828c","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2022-11-14T11:52:55Z","title_canon_sha256":"b37c99e31a0f8bd8b8c988b2f254a83eefde08f621fd224a5060391b1b8b12e7"},"schema_version":"1.0","source":{"id":"2211.07292","kind":"arxiv","version":2}},"canonical_sha256":"dfa2301ee6e7c10787790f2dc7ff37b441e017b6dc4b99bfd775292976396617","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"dfa2301ee6e7c10787790f2dc7ff37b441e017b6dc4b99bfd775292976396617","first_computed_at":"2026-07-05T06:12:39.041983Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T06:12:39.041983Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"2JwfOATZqtveIshwHau4R6dAA4xoAygT8/9fF4quOaQ8h2dcHchkf6+cy/BiEWvsYfotyf1JWQsTxDro2hM3CA==","signature_status":"signed_v1","signed_at":"2026-07-05T06:12:39.042418Z","signed_message":"canonical_sha256_bytes"},"source_id":"2211.07292","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:fe913e54a24cf811964bc7054cc37bd7e63a51ad5656236854af3b5c7ba78529","sha256:a8ee7783d270ffa64289ca63e24bddd545ab2b91f1c339cbfb5b90fecfb6c03e"],"state_sha256":"3f1e7420fc96e4babc57c2ad46044b20e50e961b408126a3d72330d961d7f4c9"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"oHY+D/SubhcSCARWBhGExECTwuoJjMB+ytkUnqoTyadNYzb0W6sTVQ3VKmx4PlXL5VosE/zoB5PHxpGbbhDrBA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-08T03:37:29.915752Z","bundle_sha256":"f3de26fbf0e586b55473e6e1853a1fa62c36a9b69d5137964eaa03c2812c2be7"}}