{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:TLZE3MQZWLI7RLHQN7BV6YVODL","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":"e18e74ea138b95e781f3b74c801525ef01373072dd0ccd10e9b2dea4f91ae9e5","cross_cats_sorted":["cond-mat.dis-nn"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2023-07-21T17:22:04Z","title_canon_sha256":"3672e8cfdfe975a25083c925407e586aa1e5b9e1366c41d941828f1c7e2a40ab"},"schema_version":"1.0","source":{"id":"2307.11807","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2307.11807","created_at":"2026-07-05T06:33:34Z"},{"alias_kind":"arxiv_version","alias_value":"2307.11807v1","created_at":"2026-07-05T06:33:34Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2307.11807","created_at":"2026-07-05T06:33:34Z"},{"alias_kind":"pith_short_12","alias_value":"TLZE3MQZWLI7","created_at":"2026-07-05T06:33:34Z"},{"alias_kind":"pith_short_16","alias_value":"TLZE3MQZWLI7RLHQ","created_at":"2026-07-05T06:33:34Z"},{"alias_kind":"pith_short_8","alias_value":"TLZE3MQZ","created_at":"2026-07-05T06:33:34Z"}],"graph_snapshots":[{"event_id":"sha256:437393d1be79cb09d54e37e0f9ca2eec04a829fd3836a32fd37e82ab1c146f76","target":"graph","created_at":"2026-07-05T06:33:34Z","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/2307.11807/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Feature learning, or the ability of deep neural networks to automatically learn relevant features from raw data, underlies their exceptional capability to solve complex tasks. However, feature learning seems to be realized in different ways in fully-connected (FC) or convolutional architectures (CNNs). Empirical evidence shows that FC neural networks in the infinite-width limit eventually outperform their finite-width counterparts. Since the kernel that describes infinite-width networks does not evolve during training, whatever form of feature learning occurs in deep FC architectures is not ve","authors_text":"A. Vezzani, P. Rotondo, R. Aiudi, R. Burioni, R. Pacelli","cross_cats":["cond-mat.dis-nn"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2023-07-21T17:22:04Z","title":"Local Kernel Renormalization as a mechanism for feature learning in overparametrized Convolutional Neural Networks"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2307.11807","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":"sha256:5e94e10e2bb9036d22f4b89a38ebeaaa66b96c1f531417d0c32e7927daaa8ada","target":"record","created_at":"2026-07-05T06:33:34Z","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":"e18e74ea138b95e781f3b74c801525ef01373072dd0ccd10e9b2dea4f91ae9e5","cross_cats_sorted":["cond-mat.dis-nn"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2023-07-21T17:22:04Z","title_canon_sha256":"3672e8cfdfe975a25083c925407e586aa1e5b9e1366c41d941828f1c7e2a40ab"},"schema_version":"1.0","source":{"id":"2307.11807","kind":"arxiv","version":1}},"canonical_sha256":"9af24db219b2d1f8acf06fc35f62ae1afa62b768b228580059d1253c6c15a97d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"9af24db219b2d1f8acf06fc35f62ae1afa62b768b228580059d1253c6c15a97d","first_computed_at":"2026-07-05T06:33:34.997230Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T06:33:34.997230Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"BFctKHzHbuvDnGN/3Ay5SP1peICx3BVc8bMzhKM7pivNF10u7bL6IvNg3kvhr27NUdlsXqON2HgoM7dJxe4bDg==","signature_status":"signed_v1","signed_at":"2026-07-05T06:33:34.997726Z","signed_message":"canonical_sha256_bytes"},"source_id":"2307.11807","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:5e94e10e2bb9036d22f4b89a38ebeaaa66b96c1f531417d0c32e7927daaa8ada","sha256:437393d1be79cb09d54e37e0f9ca2eec04a829fd3836a32fd37e82ab1c146f76"],"state_sha256":"9ddb5201551c3746220ca32ce9dbb55b0e02a4d9e603fac1d1e6bb2f1574030f"}