{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2020:3R365WLNGNI7R7SEO2ULUFSU2M","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":"e97c4cabc061e291f3d3a3a25e27eb6335a4b413558c1ebd59b5fb2090bc0195","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2020-10-06T21:03:03Z","title_canon_sha256":"e05c64d4d4a181ae4b579f5ea511e6ea1ddee8f18f10e44e32f1a0612b9936d9"},"schema_version":"1.0","source":{"id":"2010.03023","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2010.03023","created_at":"2026-07-05T01:40:58Z"},{"alias_kind":"arxiv_version","alias_value":"2010.03023v1","created_at":"2026-07-05T01:40:58Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2010.03023","created_at":"2026-07-05T01:40:58Z"},{"alias_kind":"pith_short_12","alias_value":"3R365WLNGNI7","created_at":"2026-07-05T01:40:58Z"},{"alias_kind":"pith_short_16","alias_value":"3R365WLNGNI7R7SE","created_at":"2026-07-05T01:40:58Z"},{"alias_kind":"pith_short_8","alias_value":"3R365WLN","created_at":"2026-07-05T01:40:58Z"}],"graph_snapshots":[{"event_id":"sha256:74045107503af31239bb23c2e2edd48f021a8c77e4bcdfb0dcf14551df42049c","target":"graph","created_at":"2026-07-05T01:40:58Z","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/2010.03023/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Convolutional Neural Networks have been known as black-box models as humans cannot interpret their inner functionalities. With an attempt to make CNNs more interpretable and trustworthy, we propose IS-CAM (Integrated Score-CAM), where we introduce the integration operation within the Score-CAM pipeline to achieve visually sharper attribution maps quantitatively. Our method is evaluated on 2000 randomly selected images from the ILSVRC 2012 Validation dataset, which proves the versatility of IS-CAM to account for different models and methods.","authors_text":"Ankita Ghosh, Rakshit Naidu, Shamanth R Nayak K, Soumya Snigdha Kundu, Yash Maurya","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2020-10-06T21:03:03Z","title":"IS-CAM: Integrated Score-CAM for axiomatic-based explanations"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2010.03023","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":"sha256:48b614969f93b1367704de900a721ccbbd0ee6778d32c4c4d4cace1d42cfeaeb","target":"record","created_at":"2026-07-05T01:40:58Z","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":"e97c4cabc061e291f3d3a3a25e27eb6335a4b413558c1ebd59b5fb2090bc0195","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2020-10-06T21:03:03Z","title_canon_sha256":"e05c64d4d4a181ae4b579f5ea511e6ea1ddee8f18f10e44e32f1a0612b9936d9"},"schema_version":"1.0","source":{"id":"2010.03023","kind":"arxiv","version":1}},"canonical_sha256":"dc77eed96d3351f8fe4476a8ba1654d31267e5721c12f6d575cc8cf354f37817","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"dc77eed96d3351f8fe4476a8ba1654d31267e5721c12f6d575cc8cf354f37817","first_computed_at":"2026-07-05T01:40:58.718198Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T01:40:58.718198Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"NTORf8wj8xjeon9WhsLzAxLJRSwHi5wT1vh6Fg2A7C9gI5bY0B6j14AmhsYqRsd7TBRvtV1RtwF0Cjq6oi9bCg==","signature_status":"signed_v1","signed_at":"2026-07-05T01:40:58.718670Z","signed_message":"canonical_sha256_bytes"},"source_id":"2010.03023","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:48b614969f93b1367704de900a721ccbbd0ee6778d32c4c4d4cace1d42cfeaeb","sha256:74045107503af31239bb23c2e2edd48f021a8c77e4bcdfb0dcf14551df42049c"],"state_sha256":"cd73c4b0542d2b6e7685b702f5137e3a4b854a43d4fc67a614a50cae116846c7"}