Domain Generalization

Neural Collapse Inspired Feature Alignment for Out-of-Distribution Generalization NeurIPS 2024 Neuron Activation Coverage: Rethinking Out-of-distribution Detection and Generalization ICLR 2024 Noise-aware Speech Enhancement using Diffusion Probabilistic Model Interspeech 2024 NoisyMix: Boosting Model Robustness to Common Corruptions AISTATS 2024 Object-Aware Domain Generalization for Object Detection AAAI 2024 OmniGlue: Generalizable Feature Matching with Foundation Model Guidance CVPR 2024 Online GNN Evaluation Under Test-time Graph Distribution Shifts ICLR 2024 On the Effect of Key Factors in Spurious Correlation: A theoretical Perspective AISTATS 2024 On the Effects of Data Scale on UI Control Agents NeurIPS 2024 On the Fly Neural Style Smoothing for Risk-Averse Domain Generalization WACV 2024 On the Robustness of Language Guidance for Low-Level Vision Tasks: Findings from Depth Estimation CVPR 2024 OOD Aware Supervised Contrastive Learning WACV 2024 OOP: Object-Oriented Programming Evaluation Benchmark for Large Language Models ACL 2024 Open-Vocabulary Semantic Segmentation with Image Embedding Balancing CVPR 2024 Optimal Sparse Survival Trees AISTATS 2024 Out-of-distribution generalisation in spoken language understanding Interspeech 2024 Out-Of-Domain Unlabeled Data Improves Generalization ICLR 2024 Out-of-Variable Generalisation for Discriminative Models ICLR 2024 PairCFR: Enhancing Model Training on Paired Counterfactually Augmented Data through Contrastive Learning ACL 2024 Parameter Competition Balancing for Model Merging NeurIPS 2024 Partial Transportability for Domain Generalization NeurIPS 2024 Point-PRC: A Prompt Learning Based Regulation Framework for Generalizable Point Cloud Analysis NeurIPS 2024 PoseIRM: Enhance 3D Human Pose Estimation on Unseen Camera Settings via Invariant Risk Minimization CVPR 2024 PracticalDG: Perturbation Distillation on Vision-Language Models for Hybrid Domain Generalization CVPR 2024 Preserving Fairness Generalization in Deepfake Detection CVPR 2024