out-of-distribution generalization

Representational Continuity for Unsupervised Continual Learning ICLR 2022 Rich Feature Construction for the Optimization-Generalization Dilemma ICML 2022 Robustifying Sentiment Classification by Maximally Exploiting Few Counterfactuals EMNLP 2022 SCHA-VAE: Hierarchical Context Aggregation for Few-Shot Generation ICML 2022 Sparsity in Continuous-Depth Neural Networks NeurIPS 2022 Supervising Model Attention with Human Explanations for Robust Natural Language Inference AAAI 2022 Symbolic Brittleness in Sequence Models: On Systematic Generalization in Symbolic Mathematics AAAI 2022 Target Languages (vs. Inductive Biases) for Learning to Act and Plan AAAI 2022 Tell me why! Explanations support learning relational and causal structure ICML 2022 The Missing Invariance Principle found -- the Reciprocal Twin of Invariant Risk Minimization NeurIPS 2022 The Role of Pretrained Representations for the OOD Generalization of RL Agents ICLR 2022 Threat Scenarios and Best Practices to Detect Neural Fake News COLING 2022 Towards IID representation learning and its application on biomedical data MIDL 2022 Towards Out-of-Distribution Sequential Event Prediction: A Causal Treatment NeurIPS 2022 Towards Principled Disentanglement for Domain Generalization CVPR 2022 Towards Robust and Adaptive Motion Forecasting: A Causal Representation Perspective CVPR 2022 Uncertainty-aware pseudo-labeling for quantum calculations UAI 2022 Uncertainty Modeling for Out-of-Distribution Generalization ICLR 2022 Vision-Based Manipulators Need to Also See from Their Hands ICLR 2022 VITA: A Multi-Source Vicinal Transfer Augmentation Method for Out-of-Distribution Generalization AAAI 2022 VLUE: A Multi-Task Multi-Dimension Benchmark for Evaluating Vision-Language Pre-training ICML 2022 What Makes Instruction Learning Hard? An Investigation and a New Challenge in a Synthetic Environment EMNLP 2022 When Does Group Invariant Learning Survive Spurious Correlations? NeurIPS 2022 ZooD: Exploiting Model Zoo for Out-of-Distribution Generalization NeurIPS 2022 Accuracy on the Line: on the Strong Correlation Between Out-of-Distribution and In-Distribution Generalization ICML 2021