{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2022:6QFF7GHYRAIUPHITC7P555UZEN","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":"97c899f7b3cfd3157f04dc4a413db914d4f0efade05eef29b457374a186657ae","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2022-12-31T06:14:59Z","title_canon_sha256":"bd713ff828d50a751f0582e0b0bf619c7a8ede052e41e26a7c688d7608a4fed6"},"schema_version":"1.0","source":{"id":"2301.00131","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2301.00131","created_at":"2026-07-05T06:38:35Z"},{"alias_kind":"arxiv_version","alias_value":"2301.00131v1","created_at":"2026-07-05T06:38:35Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2301.00131","created_at":"2026-07-05T06:38:35Z"},{"alias_kind":"pith_short_12","alias_value":"6QFF7GHYRAIU","created_at":"2026-07-05T06:38:35Z"},{"alias_kind":"pith_short_16","alias_value":"6QFF7GHYRAIUPHIT","created_at":"2026-07-05T06:38:35Z"},{"alias_kind":"pith_short_8","alias_value":"6QFF7GHY","created_at":"2026-07-05T06:38:35Z"}],"graph_snapshots":[{"event_id":"sha256:e35099858138e7109ec37b001f1b19af0c37edb65e32985494de68fc023b9f34","target":"graph","created_at":"2026-07-05T06:38:35Z","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/2301.00131/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Considering the computation complexity, we propose a Guided Hybrid Quantization with One-to-one Self-Teaching (GHOST}) framework. More concretely, we first design a structure called guided quantization self-distillation (GQSD), which is an innovative idea for realizing lightweight through the synergy of quantization and distillation. The training process of the quantization model is guided by its full-precision model, which is time-saving and cost-saving without preparing a huge pre-trained model in advance. Second, we put forward a hybrid quantization (HQ) module to obtain the optimal bit wid","authors_text":"Jiaqing Zhang, Jie Lei, Weiying Xie, Xiuping Jia, Yunsong Li","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2022-12-31T06:14:59Z","title":"Guided Hybrid Quantization for Object detection in Multimodal Remote Sensing Imagery via One-to-one Self-teaching"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2301.00131","kind":"arxiv","version":1},"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":"sha256:1aa3770d2f3abe85b0b85b00dec6f9298c82e78b5f63cc06e10d56401caa3c54","target":"record","created_at":"2026-07-05T06:38:35Z","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":"97c899f7b3cfd3157f04dc4a413db914d4f0efade05eef29b457374a186657ae","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2022-12-31T06:14:59Z","title_canon_sha256":"bd713ff828d50a751f0582e0b0bf619c7a8ede052e41e26a7c688d7608a4fed6"},"schema_version":"1.0","source":{"id":"2301.00131","kind":"arxiv","version":1}},"canonical_sha256":"f40a5f98f88811479d1317dfdef699237d225e79d8451b86835e433e090c46bb","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f40a5f98f88811479d1317dfdef699237d225e79d8451b86835e433e090c46bb","first_computed_at":"2026-07-05T06:38:35.269996Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T06:38:35.269996Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"epI7YorKfezGHVqzJ6/h5HkHO5r4WzYMKQG8kV3BTEKxthUSNceo1tiRo0/ulqKeQ+vST0pKI7uHmS/FIOC6DA==","signature_status":"signed_v1","signed_at":"2026-07-05T06:38:35.270493Z","signed_message":"canonical_sha256_bytes"},"source_id":"2301.00131","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:1aa3770d2f3abe85b0b85b00dec6f9298c82e78b5f63cc06e10d56401caa3c54","sha256:e35099858138e7109ec37b001f1b19af0c37edb65e32985494de68fc023b9f34"],"state_sha256":"2e664dca32c45a39509954f079b58454f172230aa6d8ca3a797c83933d8afd97"}