{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2018:ORGFTI7YJ7TODDSZYUNPN6LZYP","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":"fe59e3e8cafaaf92835bc361f74ab478d757af7381471e154dfc4c5e8d016e14","cross_cats_sorted":["eess.IV"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2018-03-16T16:59:47Z","title_canon_sha256":"05aa4c82e07a3e122d39139c7e583401f5f715d367daf963e9523ec6cbbe5328"},"schema_version":"1.0","source":{"id":"1803.06312","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1803.06312","created_at":"2026-05-18T00:18:25Z"},{"alias_kind":"arxiv_version","alias_value":"1803.06312v2","created_at":"2026-05-18T00:18:25Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1803.06312","created_at":"2026-05-18T00:18:25Z"},{"alias_kind":"pith_short_12","alias_value":"ORGFTI7YJ7TO","created_at":"2026-05-18T12:32:43Z"},{"alias_kind":"pith_short_16","alias_value":"ORGFTI7YJ7TODDSZ","created_at":"2026-05-18T12:32:43Z"},{"alias_kind":"pith_short_8","alias_value":"ORGFTI7Y","created_at":"2026-05-18T12:32:43Z"}],"graph_snapshots":[{"event_id":"sha256:881a6240270a5ef8e438fa3ec8d10150a37d33bd496cb2e0e9570b0c4f0a8952","target":"graph","created_at":"2026-05-18T00:18:25Z","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"},"paper":{"abstract_excerpt":"Hardware support for deep convolutional neural networks (CNNs) is critical to advanced computer vision in mobile and embedded devices. Current designs, however, accelerate generic CNNs; they do not exploit the unique characteristics of real-time vision. We propose to use the temporal redundancy in natural video to avoid unnecessary computation on most frames. A new algorithm, activation motion compensation, detects changes in the visual input and incrementally updates a previously-computed output. The technique takes inspiration from video compression and applies well-known motion estimation t","authors_text":"Adrian Sampson, Mark Buckler, Philip Bedoukian, Suren Jayasuriya","cross_cats":["eess.IV"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2018-03-16T16:59:47Z","title":"EVA$^2$: Exploiting Temporal Redundancy in Live Computer Vision"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1803.06312","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":"sha256:63a698010ac0d2b716583719c6dec06186a5aefe5a324615b7e32bfaaa730e10","target":"record","created_at":"2026-05-18T00:18:25Z","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":"fe59e3e8cafaaf92835bc361f74ab478d757af7381471e154dfc4c5e8d016e14","cross_cats_sorted":["eess.IV"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2018-03-16T16:59:47Z","title_canon_sha256":"05aa4c82e07a3e122d39139c7e583401f5f715d367daf963e9523ec6cbbe5328"},"schema_version":"1.0","source":{"id":"1803.06312","kind":"arxiv","version":2}},"canonical_sha256":"744c59a3f84fe6e18e59c51af6f979c3f5c0e5ea1eb14fff7b27d94e2f813a2d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"744c59a3f84fe6e18e59c51af6f979c3f5c0e5ea1eb14fff7b27d94e2f813a2d","first_computed_at":"2026-05-18T00:18:25.140660Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:18:25.140660Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"b6Tm1iOx95IMb8MoNZOSF+jq3pG3ZJkdxhTQmrxM+HFzgKml7uLM9lyV/2QT347kPK4fF3dxUnGbZD5fCaufCQ==","signature_status":"signed_v1","signed_at":"2026-05-18T00:18:25.141202Z","signed_message":"canonical_sha256_bytes"},"source_id":"1803.06312","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:63a698010ac0d2b716583719c6dec06186a5aefe5a324615b7e32bfaaa730e10","sha256:881a6240270a5ef8e438fa3ec8d10150a37d33bd496cb2e0e9570b0c4f0a8952"],"state_sha256":"693acf97acf3b4e3f5df3a629ac3181a0173203c92a1de7c2cd81bc97544c7df"}