{"total":20,"rows":[{"id":"2306.00542","title":"Nonparametric Identifiability of Causal Representations from Unknown Interventions","created":"2023-06-01","cited_by_count":106,"area":null},{"id":"2304.03916","title":"Mitigating Spurious Correlations in Multi-modal Models during Fine-tuning","created":"2023-04-08","cited_by_count":47,"area":null},{"id":"2303.05470","title":"Spawrious: A Benchmark for Fine Control of Spurious Correlation Biases","created":"2023-03-09","cited_by_count":41,"area":null},{"id":"2212.06202","title":"Doubly Right Object Recognition: A Why Prompt for Visual Rationales","created":"2022-12-12","cited_by_count":29,"area":null},{"id":"2403.09683","title":"Counterfactual Image Editing","created":"2024-02-07","cited_by_count":20,"area":null},{"id":"2303.00198","title":"Convolutional Visual Prompt for Robust Visual Perception","created":"2023-03-01","cited_by_count":17,"area":null},{"id":"2404.00095","title":"GDA: Generalized Diffusion for Robust Test-time Adaptation","created":"2024-03-29","cited_by_count":14,"area":null},{"id":"2307.16526","title":"No Fair Lunch: A Causal Perspective on Dataset Bias in Machine Learning for Medical Imaging","created":"2023-07-31","cited_by_count":11,"area":null},{"id":"2310.07958","title":"Towards Causal Deep Learning for Vulnerability Detection","created":"2023-10-12","cited_by_count":9,"area":null},{"id":"2212.03063","title":"Causal Inference via Style Transfer for Out-of-distribution Generalisation","created":"2022-12-06","cited_by_count":8,"area":null},{"id":"2401.06462","title":"AttributionScanner: A Visual Analytics System for Model Validation with Metadata-Free Slice Finding","created":"2024-01-12","cited_by_count":6,"area":null},{"id":"2506.17718","title":"Learning Time-Aware Causal Representation for Model Generalization in Evolving Domains","created":"2025-06-21","cited_by_count":5,"area":null},{"id":"2209.13816","title":"Revisiting Few-Shot Learning from a Causal Perspective","created":"2022-09-28","cited_by_count":4,"area":null},{"id":"2505.08173","title":"Empowering Vision Transformers with Multi-Scale Causal Intervention for Long-Tailed Image Classification","created":"2025-05-13","cited_by_count":2,"area":null},{"id":"2406.11517","title":"Revisiting Spurious Correlation in Domain Generalization","created":"2024-06-17","cited_by_count":1,"area":null},{"id":"2507.09961","title":"Text-Driven Causal Representation Learning for Source-Free Domain Generalization","created":"2025-07-14","cited_by_count":1,"area":null},{"id":"2303.00128","title":"Representation Disentaglement via Regularization by Causal Identification","created":"2023-02-28","cited_by_count":0,"area":null},{"id":"2401.08221","title":"Towards Causal Relationship in Indefinite Data: Baseline Model and New Datasets","created":"2024-01-16","cited_by_count":0,"area":null},{"id":"2410.06349","title":"Robust Domain Generalisation with Causal Invariant Bayesian Neural Networks","created":"2024-10-08","cited_by_count":0,"area":null},{"id":"2410.14375","title":"Causal Fine-Tuning under Latent Confounded Shift","created":"2024-10-18","cited_by_count":0,"area":null}],"next_cursor":null}