{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:YKGWWTBJSILBLLQ6QVQEXMQCE4","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":"37d5862fbc2970491026613f7481bb2454f2eada6dbb34f18f0a9bb48dce7784","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2017-08-31T03:04:17Z","title_canon_sha256":"5bd04156a3c54902213873122fe4f61ad9a35074143a6ba9cd110961ac0e0858"},"schema_version":"1.0","source":{"id":"1708.09545","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1708.09545","created_at":"2026-05-18T00:18:31Z"},{"alias_kind":"arxiv_version","alias_value":"1708.09545v2","created_at":"2026-05-18T00:18:31Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1708.09545","created_at":"2026-05-18T00:18:31Z"},{"alias_kind":"pith_short_12","alias_value":"YKGWWTBJSILB","created_at":"2026-05-18T12:31:56Z"},{"alias_kind":"pith_short_16","alias_value":"YKGWWTBJSILBLLQ6","created_at":"2026-05-18T12:31:56Z"},{"alias_kind":"pith_short_8","alias_value":"YKGWWTBJ","created_at":"2026-05-18T12:31:56Z"}],"graph_snapshots":[{"event_id":"sha256:92fc06848073d726b719ed15c0999e3ad97c2c83ee295260cb85bb24652c77d5","target":"graph","created_at":"2026-05-18T00:18:31Z","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":"This paper addresses the problem of supervised video summarization by formulating it as a sequence-to-sequence learning problem, where the input is a sequence of original video frames, the output is a keyshot sequence. Our key idea is to learn a deep summarization network with attention mechanism to mimic the way of selecting the keyshots of human. To this end, we propose a novel video summarization framework named Attentive encoder-decoder networks for Video Summarization (AVS), in which the encoder uses a Bidirectional Long Short-Term Memory (BiLSTM) to encode the contextual information amon","authors_text":"Kailin Xiong, Xuelong Li, Yanwei Pang, Zhong Ji","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2017-08-31T03:04:17Z","title":"Video Summarization with Attention-Based Encoder-Decoder Networks"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1708.09545","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":"sha256:6c77e029a565487edb0465cf23a629bc4e1e0e8b3a58055f00bbf2ccf75eed96","target":"record","created_at":"2026-05-18T00:18:31Z","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":"37d5862fbc2970491026613f7481bb2454f2eada6dbb34f18f0a9bb48dce7784","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2017-08-31T03:04:17Z","title_canon_sha256":"5bd04156a3c54902213873122fe4f61ad9a35074143a6ba9cd110961ac0e0858"},"schema_version":"1.0","source":{"id":"1708.09545","kind":"arxiv","version":2}},"canonical_sha256":"c28d6b4c29921615ae1e85604bb202273ed237acc0a648c88c6db11e17936ff8","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"c28d6b4c29921615ae1e85604bb202273ed237acc0a648c88c6db11e17936ff8","first_computed_at":"2026-05-18T00:18:31.582277Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:18:31.582277Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"M2KWfieaDROQnlIL23RAJIZzQZ36Wnq3QyHKpia39R6l7kX1kbbwZdC9DhBJ52h/hQtQZWl6pClLjNVYZokPCw==","signature_status":"signed_v1","signed_at":"2026-05-18T00:18:31.582640Z","signed_message":"canonical_sha256_bytes"},"source_id":"1708.09545","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:6c77e029a565487edb0465cf23a629bc4e1e0e8b3a58055f00bbf2ccf75eed96","sha256:92fc06848073d726b719ed15c0999e3ad97c2c83ee295260cb85bb24652c77d5"],"state_sha256":"e036931fb3af759ff3b0adf48d0fe82abeef40891bdec2ed203a4572a1429219"}