{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:DLGHUQK5YLKEF6QNMNOJ47NA6V","short_pith_number":"pith:DLGHUQK5","canonical_record":{"source":{"id":"2410.20474","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-10-27T15:30:45Z","cross_cats_sorted":[],"title_canon_sha256":"5bcf63a2b638213805d1d6b2e26b77f4fb43371254b15b55634eaa436b68c483","abstract_canon_sha256":"75c46b37dcc0582cfdcd534c7ff9f52c0a2e21b68aa3912c331860caf6ec6717"},"schema_version":"1.0"},"canonical_sha256":"1acc7a415dc2d442fa0d635c9e7da0f563508bd35519ff56b9d3a1bcb7c9ea74","source":{"kind":"arxiv","id":"2410.20474","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2410.20474","created_at":"2026-07-05T09:29:34Z"},{"alias_kind":"arxiv_version","alias_value":"2410.20474v2","created_at":"2026-07-05T09:29:34Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2410.20474","created_at":"2026-07-05T09:29:34Z"},{"alias_kind":"pith_short_12","alias_value":"DLGHUQK5YLKE","created_at":"2026-07-05T09:29:34Z"},{"alias_kind":"pith_short_16","alias_value":"DLGHUQK5YLKEF6QN","created_at":"2026-07-05T09:29:34Z"},{"alias_kind":"pith_short_8","alias_value":"DLGHUQK5","created_at":"2026-07-05T09:29:34Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:DLGHUQK5YLKEF6QNMNOJ47NA6V","target":"record","payload":{"canonical_record":{"source":{"id":"2410.20474","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-10-27T15:30:45Z","cross_cats_sorted":[],"title_canon_sha256":"5bcf63a2b638213805d1d6b2e26b77f4fb43371254b15b55634eaa436b68c483","abstract_canon_sha256":"75c46b37dcc0582cfdcd534c7ff9f52c0a2e21b68aa3912c331860caf6ec6717"},"schema_version":"1.0"},"canonical_sha256":"1acc7a415dc2d442fa0d635c9e7da0f563508bd35519ff56b9d3a1bcb7c9ea74","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:29:34.956820Z","signature_b64":"U/7ksSQKk6lkjlrHk9IfFWVpEbQaIjZ21YhQC31a5mQgJn0APMIbqkv7J8GVCrwtot313h28wxfjTx51Fa8UBA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"1acc7a415dc2d442fa0d635c9e7da0f563508bd35519ff56b9d3a1bcb7c9ea74","last_reissued_at":"2026-07-05T09:29:34.956344Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:29:34.956344Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2410.20474","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":"2026-07-05T09:29:34Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"UPkGstgczJ/BfLI2lLZcoSrBZnWK+4qpLACnYIUQ9+ql5gGArwmCjo5sVN+npn6qcKOMlxabcxmLuwn7hOb5Cg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-20T18:09:28.491109Z"},"content_sha256":"18247e09459e629298206a6fcc6e5b61084fd78a006eb71068eb54245a7fb633","schema_version":"1.0","event_id":"sha256:18247e09459e629298206a6fcc6e5b61084fd78a006eb71068eb54245a7fb633"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:DLGHUQK5YLKEF6QNMNOJ47NA6V","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"GrounDiT: Grounding Diffusion Transformers via Noisy Patch Transplantation","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Minhyuk Sung, Phillip Y. Lee, Taehoon Yoon","submitted_at":"2024-10-27T15:30:45Z","abstract_excerpt":"We introduce GrounDiT, a novel training-free spatial grounding technique for text-to-image generation using Diffusion Transformers (DiT). Spatial grounding with bounding boxes has gained attention for its simplicity and versatility, allowing for enhanced user control in image generation. However, prior training-free approaches often rely on updating the noisy image during the reverse diffusion process via backpropagation from custom loss functions, which frequently struggle to provide precise control over individual bounding boxes. In this work, we leverage the flexibility of the Transformer a"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2410.20474","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/2410.20474/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":"2026-07-05T09:29:34Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Sw1x8sh2MXR0yhz2WQfa5qkePxA5KHcv75XVz0pPMtJRik5YvQu230rQOvSXEwDuSXmEmmXsBGb232AVzzUsBA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-20T18:09:28.491650Z"},"content_sha256":"2e3d45cb98eaf0bce62d3bcf27c31b4f7fb8655df03fcda9702f5642012eff63","schema_version":"1.0","event_id":"sha256:2e3d45cb98eaf0bce62d3bcf27c31b4f7fb8655df03fcda9702f5642012eff63"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/DLGHUQK5YLKEF6QNMNOJ47NA6V/bundle.json","state_url":"https://pith.science/pith/DLGHUQK5YLKEF6QNMNOJ47NA6V/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/DLGHUQK5YLKEF6QNMNOJ47NA6V/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":"2026-08-20T18:09:28Z","links":{"resolver":"https://pith.science/pith/DLGHUQK5YLKEF6QNMNOJ47NA6V","bundle":"https://pith.science/pith/DLGHUQK5YLKEF6QNMNOJ47NA6V/bundle.json","state":"https://pith.science/pith/DLGHUQK5YLKEF6QNMNOJ47NA6V/state.json","well_known_bundle":"https://pith.science/.well-known/pith/DLGHUQK5YLKEF6QNMNOJ47NA6V/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:DLGHUQK5YLKEF6QNMNOJ47NA6V","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":"75c46b37dcc0582cfdcd534c7ff9f52c0a2e21b68aa3912c331860caf6ec6717","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-10-27T15:30:45Z","title_canon_sha256":"5bcf63a2b638213805d1d6b2e26b77f4fb43371254b15b55634eaa436b68c483"},"schema_version":"1.0","source":{"id":"2410.20474","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2410.20474","created_at":"2026-07-05T09:29:34Z"},{"alias_kind":"arxiv_version","alias_value":"2410.20474v2","created_at":"2026-07-05T09:29:34Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2410.20474","created_at":"2026-07-05T09:29:34Z"},{"alias_kind":"pith_short_12","alias_value":"DLGHUQK5YLKE","created_at":"2026-07-05T09:29:34Z"},{"alias_kind":"pith_short_16","alias_value":"DLGHUQK5YLKEF6QN","created_at":"2026-07-05T09:29:34Z"},{"alias_kind":"pith_short_8","alias_value":"DLGHUQK5","created_at":"2026-07-05T09:29:34Z"}],"graph_snapshots":[{"event_id":"sha256:2e3d45cb98eaf0bce62d3bcf27c31b4f7fb8655df03fcda9702f5642012eff63","target":"graph","created_at":"2026-07-05T09:29:34Z","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/2410.20474/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We introduce GrounDiT, a novel training-free spatial grounding technique for text-to-image generation using Diffusion Transformers (DiT). Spatial grounding with bounding boxes has gained attention for its simplicity and versatility, allowing for enhanced user control in image generation. However, prior training-free approaches often rely on updating the noisy image during the reverse diffusion process via backpropagation from custom loss functions, which frequently struggle to provide precise control over individual bounding boxes. In this work, we leverage the flexibility of the Transformer a","authors_text":"Minhyuk Sung, Phillip Y. Lee, Taehoon Yoon","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-10-27T15:30:45Z","title":"GrounDiT: Grounding Diffusion Transformers via Noisy Patch Transplantation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2410.20474","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":"sha256:18247e09459e629298206a6fcc6e5b61084fd78a006eb71068eb54245a7fb633","target":"record","created_at":"2026-07-05T09:29:34Z","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":"75c46b37dcc0582cfdcd534c7ff9f52c0a2e21b68aa3912c331860caf6ec6717","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-10-27T15:30:45Z","title_canon_sha256":"5bcf63a2b638213805d1d6b2e26b77f4fb43371254b15b55634eaa436b68c483"},"schema_version":"1.0","source":{"id":"2410.20474","kind":"arxiv","version":2}},"canonical_sha256":"1acc7a415dc2d442fa0d635c9e7da0f563508bd35519ff56b9d3a1bcb7c9ea74","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"1acc7a415dc2d442fa0d635c9e7da0f563508bd35519ff56b9d3a1bcb7c9ea74","first_computed_at":"2026-07-05T09:29:34.956344Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:29:34.956344Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"U/7ksSQKk6lkjlrHk9IfFWVpEbQaIjZ21YhQC31a5mQgJn0APMIbqkv7J8GVCrwtot313h28wxfjTx51Fa8UBA==","signature_status":"signed_v1","signed_at":"2026-07-05T09:29:34.956820Z","signed_message":"canonical_sha256_bytes"},"source_id":"2410.20474","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:18247e09459e629298206a6fcc6e5b61084fd78a006eb71068eb54245a7fb633","sha256:2e3d45cb98eaf0bce62d3bcf27c31b4f7fb8655df03fcda9702f5642012eff63"],"state_sha256":"eeeb0bbeb3d235f648835e73d422ab60752f68ee0dd7d4fab91cd5122cd29df8"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"btHxRGyz9RZzZa5icfKSbHhrcSoTmN9+iyl/W+eDL46CyKhVr42/36ujZf5J62vpJ2dlWnbItmRxph/nj1GeBg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-20T18:09:28.496011Z","bundle_sha256":"da58d6d35c092fabf44707758e8ae5c759cceb304dbdc5383c5c1dab7398840a"}}