{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2020:5GQBO664NKQYAZAN67OVVC2OMQ","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":"0008e65fafdcb2a49284737bc66c55c4b9718295614b14a9f4712e59407571ec","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2020-06-22T05:08:13Z","title_canon_sha256":"9872b9fccc96adc207483addf6262429fb750aefd23275e9dff9818990d3ff5f"},"schema_version":"1.0","source":{"id":"2006.12009","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2006.12009","created_at":"2026-07-05T01:11:56Z"},{"alias_kind":"arxiv_version","alias_value":"2006.12009v1","created_at":"2026-07-05T01:11:56Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2006.12009","created_at":"2026-07-05T01:11:56Z"},{"alias_kind":"pith_short_12","alias_value":"5GQBO664NKQY","created_at":"2026-07-05T01:11:56Z"},{"alias_kind":"pith_short_16","alias_value":"5GQBO664NKQYAZAN","created_at":"2026-07-05T01:11:56Z"},{"alias_kind":"pith_short_8","alias_value":"5GQBO664","created_at":"2026-07-05T01:11:56Z"}],"graph_snapshots":[{"event_id":"sha256:6f02631239c8e081484ea93ff6a0b766bc3037500e87024ec95ddf70e51baf60","target":"graph","created_at":"2026-07-05T01:11:56Z","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/2006.12009/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"For domain generalization (DG) and unsupervised domain adaptation (UDA), cross domain feature alignment has been widely explored to pull the feature distributions of different domains in order to learn domain-invariant representations. However, the feature alignment is in general task-ignorant and could result in degradation of the discrimination power of the feature representation and thus hinders the high performance. In this paper, we propose a unified framework termed Feature Alignment and Restoration (FAR) to simultaneously ensure high generalization and discrimination power of the networ","authors_text":"Cuiling Lan, Wenjun Zeng, Xin Jin, Zhibo Chen","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2020-06-22T05:08:13Z","title":"Feature Alignment and Restoration for Domain Generalization and Adaptation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2006.12009","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":"sha256:428ee901794f36f88dc0b54770fd28306fd82069691be304b4c517d00ccba44c","target":"record","created_at":"2026-07-05T01:11:56Z","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":"0008e65fafdcb2a49284737bc66c55c4b9718295614b14a9f4712e59407571ec","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2020-06-22T05:08:13Z","title_canon_sha256":"9872b9fccc96adc207483addf6262429fb750aefd23275e9dff9818990d3ff5f"},"schema_version":"1.0","source":{"id":"2006.12009","kind":"arxiv","version":1}},"canonical_sha256":"e9a0177bdc6aa180640df7dd5a8b4e641dcf68af45547219419afce19ac4c496","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"e9a0177bdc6aa180640df7dd5a8b4e641dcf68af45547219419afce19ac4c496","first_computed_at":"2026-07-05T01:11:56.250389Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T01:11:56.250389Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"ARACitMJpAjqrQsrlhrRknOfYUAF64YAmGSNaXE3/hNWM+99XG9fl42RjMcgRV6Hp52grBxdPwx1OmhvpaviAA==","signature_status":"signed_v1","signed_at":"2026-07-05T01:11:56.250815Z","signed_message":"canonical_sha256_bytes"},"source_id":"2006.12009","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:428ee901794f36f88dc0b54770fd28306fd82069691be304b4c517d00ccba44c","sha256:6f02631239c8e081484ea93ff6a0b766bc3037500e87024ec95ddf70e51baf60"],"state_sha256":"d0414459b7db8c6c7e25b4c5308af47c0d9f0e2df851b662b27cad875374203b"}