{"total":14,"rows":[{"id":"2103.02503","title":"Domain Generalization: A Survey","created":"2021-03-03","cited_by_count":764,"area":null},{"id":"2102.11436","title":"Model-Based Domain Generalization","created":"2021-02-23","cited_by_count":104,"area":null},{"id":"2107.00520","title":"Out-of-distribution Generalization in the Presence of Nuisance-Induced Spurious Correlations","created":"2021-06-29","cited_by_count":41,"area":null},{"id":"2103.02477","title":"Regularizing towards Causal Invariance: Linear Models with Proxies","created":"2021-03-03","cited_by_count":20,"area":null},{"id":"2206.05263","title":"Causal Balancing for Domain Generalization","created":"2022-06-10","cited_by_count":20,"area":null},{"id":"2109.05826","title":"Variational Disentanglement for Domain Generalization","created":"2021-09-13","cited_by_count":18,"area":null},{"id":"2104.00170","title":"Are Bias Mitigation Techniques for Deep Learning Effective?","created":"2021-04-01","cited_by_count":14,"area":null},{"id":"2209.15177","title":"Domain Generalization -- A Causal Perspective","created":"2022-09-30","cited_by_count":14,"area":null},{"id":"2103.15106","title":"Deconfounded Score Method: Scoring DAGs with Dense Unobserved Confounding","created":"2021-03-28","cited_by_count":9,"area":null},{"id":"2311.04787","title":"Why Do Probabilistic Clinical Models Fail To Transport Between Sites?","created":"2023-11-08","cited_by_count":9,"area":null},{"id":"2301.12067","title":"Learning Optimal Features via Partial Invariance","created":"2023-01-28","cited_by_count":5,"area":null},{"id":"2209.05104","title":"Bias Challenges in Counterfactual Data Augmentation","created":"2022-09-12","cited_by_count":3,"area":null},{"id":"2211.14594","title":"Direct-Effect Risk Minimization for Domain Generalization","created":"2022-11-26","cited_by_count":0,"area":null},{"id":"2503.06158","title":"Invariant Federated Learning for Edge Intelligence: Mitigating Heterogeneity and Asynchrony via Exit Strategy and Invariant Penalty","created":"2025-03-08","cited_by_count":0,"area":null}],"next_cursor":null}