{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:FA6KF2BWPP7FO5I6JIPVF3DZQX","short_pith_number":"pith:FA6KF2BW","canonical_record":{"source":{"id":"2405.16555","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-05-26T12:58:04Z","cross_cats_sorted":[],"title_canon_sha256":"4c296e3548d5bc530d4849622072d19ee645cf213735f8e1c14490197750aeb5","abstract_canon_sha256":"42755e4c736f968642a5faf1f7ee2f5c1b301e45a32baa73187fb621d813b9a8"},"schema_version":"1.0"},"canonical_sha256":"283ca2e8367bfe57751e4a1f52ec7985c28c8ec0aa91f492e3565bc9d0487c6f","source":{"kind":"arxiv","id":"2405.16555","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2405.16555","created_at":"2026-07-05T10:48:16Z"},{"alias_kind":"arxiv_version","alias_value":"2405.16555v2","created_at":"2026-07-05T10:48:16Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2405.16555","created_at":"2026-07-05T10:48:16Z"},{"alias_kind":"pith_short_12","alias_value":"FA6KF2BWPP7F","created_at":"2026-07-05T10:48:16Z"},{"alias_kind":"pith_short_16","alias_value":"FA6KF2BWPP7FO5I6","created_at":"2026-07-05T10:48:16Z"},{"alias_kind":"pith_short_8","alias_value":"FA6KF2BW","created_at":"2026-07-05T10:48:16Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:FA6KF2BWPP7FO5I6JIPVF3DZQX","target":"record","payload":{"canonical_record":{"source":{"id":"2405.16555","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-05-26T12:58:04Z","cross_cats_sorted":[],"title_canon_sha256":"4c296e3548d5bc530d4849622072d19ee645cf213735f8e1c14490197750aeb5","abstract_canon_sha256":"42755e4c736f968642a5faf1f7ee2f5c1b301e45a32baa73187fb621d813b9a8"},"schema_version":"1.0"},"canonical_sha256":"283ca2e8367bfe57751e4a1f52ec7985c28c8ec0aa91f492e3565bc9d0487c6f","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:48:16.297819Z","signature_b64":"ei4vgmklAEnwmIepP4B5c1sZ8yxKADLYC/cPbIPcHh3FUjggqsLlHjtNmSE+CYK0MOAelv+9VXBNbXJy9ZxeBA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"283ca2e8367bfe57751e4a1f52ec7985c28c8ec0aa91f492e3565bc9d0487c6f","last_reissued_at":"2026-07-05T10:48:16.297337Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:48:16.297337Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2405.16555","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":"2026-07-05T10:48:16Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"/WcwQoH2DQRG685coLRHZf2FOsePfL1ystbNaF/ao9RtJyOON0iW61SgYGDA4bNGWTyDngWZIsXy7OO817IRAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-08T22:48:01.040282Z"},"content_sha256":"4acbf6cc244088298d26b9f00dd0e105f11890cf3906d3ca5b9d02050fbe7a6a","schema_version":"1.0","event_id":"sha256:4acbf6cc244088298d26b9f00dd0e105f11890cf3906d3ca5b9d02050fbe7a6a"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:FA6KF2BWPP7FO5I6JIPVF3DZQX","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Building Vision Models upon Heat Conduction","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Qixiang Ye, Yaowei Wang, Yue Liu, Yunfan Liu, Yunjie Tian, Zhaozhi Wang","submitted_at":"2024-05-26T12:58:04Z","abstract_excerpt":"Visual representation models leveraging attention mechanisms are challenged by significant computational overhead, particularly when pursuing large receptive fields. In this study, we aim to mitigate this challenge by introducing the Heat Conduction Operator (HCO) built upon the physical heat conduction principle. HCO conceptualizes image patches as heat sources and models their correlations through adaptive thermal energy diffusion, enabling robust visual representations. HCO enjoys a computational complexity of O(N^1.5), as it can be implemented using discrete cosine transformation (DCT) ope"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2405.16555","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/2405.16555/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":"2026-07-05T10:48:16Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"PfzLGA7k5XON3MyT0mgsVFlNvKyMCBmi4y5pz2c35AMNEkEX4G1CDiufbDe08O/+nNGvFYFZqoxNQlXX21pvCQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-08T22:48:01.040818Z"},"content_sha256":"2854b0c60ba23e753a7e447e48a44b41566ebc2302c7ed9e598551616414437b","schema_version":"1.0","event_id":"sha256:2854b0c60ba23e753a7e447e48a44b41566ebc2302c7ed9e598551616414437b"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/FA6KF2BWPP7FO5I6JIPVF3DZQX/bundle.json","state_url":"https://pith.science/pith/FA6KF2BWPP7FO5I6JIPVF3DZQX/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/FA6KF2BWPP7FO5I6JIPVF3DZQX/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":"2026-08-08T22:48:01Z","links":{"resolver":"https://pith.science/pith/FA6KF2BWPP7FO5I6JIPVF3DZQX","bundle":"https://pith.science/pith/FA6KF2BWPP7FO5I6JIPVF3DZQX/bundle.json","state":"https://pith.science/pith/FA6KF2BWPP7FO5I6JIPVF3DZQX/state.json","well_known_bundle":"https://pith.science/.well-known/pith/FA6KF2BWPP7FO5I6JIPVF3DZQX/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:FA6KF2BWPP7FO5I6JIPVF3DZQX","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":"42755e4c736f968642a5faf1f7ee2f5c1b301e45a32baa73187fb621d813b9a8","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-05-26T12:58:04Z","title_canon_sha256":"4c296e3548d5bc530d4849622072d19ee645cf213735f8e1c14490197750aeb5"},"schema_version":"1.0","source":{"id":"2405.16555","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2405.16555","created_at":"2026-07-05T10:48:16Z"},{"alias_kind":"arxiv_version","alias_value":"2405.16555v2","created_at":"2026-07-05T10:48:16Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2405.16555","created_at":"2026-07-05T10:48:16Z"},{"alias_kind":"pith_short_12","alias_value":"FA6KF2BWPP7F","created_at":"2026-07-05T10:48:16Z"},{"alias_kind":"pith_short_16","alias_value":"FA6KF2BWPP7FO5I6","created_at":"2026-07-05T10:48:16Z"},{"alias_kind":"pith_short_8","alias_value":"FA6KF2BW","created_at":"2026-07-05T10:48:16Z"}],"graph_snapshots":[{"event_id":"sha256:2854b0c60ba23e753a7e447e48a44b41566ebc2302c7ed9e598551616414437b","target":"graph","created_at":"2026-07-05T10:48:16Z","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/2405.16555/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Visual representation models leveraging attention mechanisms are challenged by significant computational overhead, particularly when pursuing large receptive fields. In this study, we aim to mitigate this challenge by introducing the Heat Conduction Operator (HCO) built upon the physical heat conduction principle. HCO conceptualizes image patches as heat sources and models their correlations through adaptive thermal energy diffusion, enabling robust visual representations. HCO enjoys a computational complexity of O(N^1.5), as it can be implemented using discrete cosine transformation (DCT) ope","authors_text":"Qixiang Ye, Yaowei Wang, Yue Liu, Yunfan Liu, Yunjie Tian, Zhaozhi Wang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-05-26T12:58:04Z","title":"Building Vision Models upon Heat Conduction"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2405.16555","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":"sha256:4acbf6cc244088298d26b9f00dd0e105f11890cf3906d3ca5b9d02050fbe7a6a","target":"record","created_at":"2026-07-05T10:48:16Z","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":"42755e4c736f968642a5faf1f7ee2f5c1b301e45a32baa73187fb621d813b9a8","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-05-26T12:58:04Z","title_canon_sha256":"4c296e3548d5bc530d4849622072d19ee645cf213735f8e1c14490197750aeb5"},"schema_version":"1.0","source":{"id":"2405.16555","kind":"arxiv","version":2}},"canonical_sha256":"283ca2e8367bfe57751e4a1f52ec7985c28c8ec0aa91f492e3565bc9d0487c6f","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"283ca2e8367bfe57751e4a1f52ec7985c28c8ec0aa91f492e3565bc9d0487c6f","first_computed_at":"2026-07-05T10:48:16.297337Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:48:16.297337Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"ei4vgmklAEnwmIepP4B5c1sZ8yxKADLYC/cPbIPcHh3FUjggqsLlHjtNmSE+CYK0MOAelv+9VXBNbXJy9ZxeBA==","signature_status":"signed_v1","signed_at":"2026-07-05T10:48:16.297819Z","signed_message":"canonical_sha256_bytes"},"source_id":"2405.16555","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:4acbf6cc244088298d26b9f00dd0e105f11890cf3906d3ca5b9d02050fbe7a6a","sha256:2854b0c60ba23e753a7e447e48a44b41566ebc2302c7ed9e598551616414437b"],"state_sha256":"6b69be23429ca28fa54e6db73a3ac23ba5932111a06a7c25639b9c171222f0e4"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"FG5yvPIytmRKcVdURJ33DdYd6SEzbtLhAy91thOPP9WZhe1CWij+DshbBy4coFUmA0C7MYYiBgqNQWggcW3BBQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-08T22:48:01.045191Z","bundle_sha256":"c059eb848023cfaa4b44aa8243a325a5c19f8c3225c86d0100daa8f9482e7671"}}