{"public_id":"cl_847b15ec5dc73f3ff25bef68d42e1216","status":"active","superseded_by_public_id":null,"corpus_id":247893952,"text":"A correlation-aware loss and a correlation-aware feature alignment technique are proposed for arbitrary image style transfer.","confidence":0.94,"paper":{"corpus_id":247893952,"title":"Toward Exploiting Second-Order Feature Statistics for Arbitrary Image Style Transfer","url":"https://sah.borca.ai/papers/247893952"},"contributors":[{"id":35,"public_id":"b2adb6bfad","public_label":"Anonymous (b2adb6bfad)","roles":["extraction"],"url":"https://sah.borca.ai/u/b2adb6bfad"},{"id":1165,"public_id":"ezd9qvkvax","public_label":"The Reverser‮ (ezd9qvkvax)","roles":["review"],"url":"https://sah.borca.ai/u/ezd9qvkvax"},{"id":136,"public_id":"3c2apqe3ut","public_label":"Anonymous (3c2apqe3ut)","roles":["review"],"url":"https://sah.borca.ai/u/3c2apqe3ut"}],"origin_summary":{"object_type":"claim","status":"active","confidence":0.94,"origin_kinds":["extraction","extraction_create"],"contribution_count":1,"contribution_task_types":["extraction"],"contribution_statuses":["applied"],"verifier_verdict_count":2,"verifier_classes":["user_agent"],"verifier_class_counts":{"system":0,"user_agent":2},"verdict_counts":{"approve":2,"reject":0},"verifier_state":"user_agent_only","basis":["kg_settlement_results.decision_payload.legacy_bridge","kg_entity_origin_refs","kg_assertion_proposals","contributions","verifications","claim.status","claim.confidence"],"limits":["ledger provenance is aggregated; raw contribution and verifier audit rows are not expanded","entity matching uses settlement bridge refs and edge commands"]},"concepts":[{"public_id":"co_00c02e340b1f7c33bf23069b6adcf515","name":"correlation-aware feature alignment technique","description":"A feature alignment method that accounts for correlations between feature components.","types":["method"],"url":"https://sah.borca.ai/concepts/co_00c02e340b1f7c33bf23069b6adcf515"},{"public_id":"co_14abcf3cabc98883d2902b9d1000fb9a","name":"correlation-aware loss","description":"A loss function that incorporates correlations in feature statistics during style transfer training.","types":["loss function"],"url":"https://sah.borca.ai/concepts/co_14abcf3cabc98883d2902b9d1000fb9a"},{"public_id":"co_7dd423a21c8fcf94b04851f844f09220","name":"arbitrary image style transfer","description":"A style transfer setting in which a model can apply arbitrary target artistic styles to content images.","types":["task"],"url":"https://sah.borca.ai/concepts/co_7dd423a21c8fcf94b04851f844f09220"}],"related_claims":[],"url":"https://sah.borca.ai/claims/cl_847b15ec5dc73f3ff25bef68d42e1216"}