Domain Generalization

Joint Learning of Label and Environment Causal Independence for Graph Out-of-Distribution Generalization NeurIPS 2023 Large-Scale Open-Set Classification Protocols for ImageNet WACV 2023 Latent Feature-based Data Splits to Improve Generalisation Evaluation: A Hate Speech Detection Case Study EMNLP 2023 Learning a Generalized Gaze Estimator from Gaze-Consistent Feature AAAI 2023 Learning A Self-Supervised Domain-Invariant Feature Representation for Generalized Audio Deepfake Detection Interspeech 2023 Learning by Hallucinating: Vision-Language Pre-Training With Weak Supervision WACV 2023 Learning Distortion Invariant Representation for Image Restoration From a Causality Perspective CVPR 2023 Learning Generalizable Agents via Saliency-guided Features Decorrelation NeurIPS 2023 Learning Invariant Molecular Representation in Latent Discrete Space NeurIPS 2023 Learning Invariant Representations of Graph Neural Networks via Cluster Generalization NeurIPS 2023 Learning Invariant Representations with a Nonparametric Nadaraya-Watson Head NeurIPS 2023 Learning Optimal Features via Partial Invariance AAAI 2023 Learning robust representation for reinforcement learning with distractions by reward sequence prediction UAI 2023 Learning to Generalize for Cross-domain QA ACL 2023 Learning Unforeseen Robustness from Out-of-distribution Data Using Equivariant Domain Translator ICML 2023 Learning useful representations for shifting tasks and distributions ICML 2023 Learning with Diversity: Self-Expanded Equalization for Better Generalized Deep Metric Learning ICCV 2023 LMC: Large Model Collaboration with Cross-assessment for Training-Free Open-Set Object Recognition NeurIPS 2023 MADG: Margin-based Adversarial Learning for Domain Generalization NeurIPS 2023 MAGANet: Achieving Combinatorial Generalization by Modeling a Group Action ICML 2023 ManiSkill2: A Unified Benchmark for Generalizable Manipulation Skills ICLR 2023 ManyDG: Many-domain Generalization for Healthcare Applications ICLR 2023 MaPLe: Multi-Modal Prompt Learning CVPR 2023 Mapping DNN Embedding Manifolds for Network Generalization Prediction WACV 2023 MAP: Towards Balanced Generalization of IID and OOD through Model-Agnostic Adapters ICCV 2023