out-of-distribution generalization

When can transformers reason with abstract symbols? ICLR 2024 WikiDO: A New Benchmark Evaluating Cross-Modal Retrieval for Vision-Language Models NeurIPS 2024 ZSC-Eval: An Evaluation Toolkit and Benchmark for Multi-agent Zero-shot Coordination NeurIPS 2024 A Causal View of Entity Bias in (Large) Language Models EMNLP 2023 A Closer Look at Model Adaptation using Feature Distortion and Simplicity Bias ICLR 2023 Adaptive Contextual Perception: How To Generalize To New Backgrounds and Ambiguous Objects NeurIPS 2023 Agree to Disagree: Diversity through Disagreement for Better Transferability ICLR 2023 AGRO: Adversarial discovery of error-prone Groups for Robust Optimization ICLR 2023 A Modern Look at the Relationship between Sharpness and Generalization ICML 2023 A Multi-modal Debiasing Model with Dynamical Constraint for Robust Visual Question Answering ACL 2023 An Empirical Study on the Language Modal in Visual Question Answering IJCAI 2023 Bayesian Cross-Modal Alignment Learning for Few-Shot Out-of-Distribution Generalization AAAI 2023 Bidirectional Attention as a Mixture of Continuous Word Experts UAI 2023 BQ-NCO: Bisimulation Quotienting for Efficient Neural Combinatorial Optimization NeurIPS 2023 Breaking Correlation Shift via Conditional Invariant Regularizer ICLR 2023 Can Agents Run Relay Race with Strangers? Generalization of RL to Out-of-Distribution Trajectories ICLR 2023 Causal Balancing for Domain Generalization ICLR 2023 Causal Confusion and Reward Misidentification in Preference-Based Reward Learning ICLR 2023 Certifiable Out-of-Distribution Generalization AAAI 2023 CLIPood: Generalizing CLIP to Out-of-Distributions ICML 2023 Counterfactual Active Learning for Out-of-Distribution Generalization ACL 2023 Curriculum Multi-Negative Augmentation for Debiased Video Grounding AAAI 2023 DAMix: Exploiting Deep Autoregressive Model Zoo for Improving Lossless Compression Generalization AAAI 2023 Data Augmentations for Improved (Large) Language Model Generalization NeurIPS 2023 Debiased Fine-Tuning for Vision-Language Models by Prompt Regularization AAAI 2023