Domain Generalization

Towards Generalizable Multi-Object Tracking CVPR 2024 Towards Generalizable Tumor Synthesis CVPR 2024 Towards Generalizing to Unseen Domains with Few Labels CVPR 2024 Towards Multi-Domain Learning for Generalizable Video Anomaly Detection NeurIPS 2024 Towards Reliable Learning in the Wild: Generalization and Adaptation AAAI 2024 Towards Robustness to Natural Variations and Distribution Shift (Student Abstract) AAAI 2024 Towards Robust Trajectory Representations: Isolating Environmental Confounders with Causal Learning IJCAI 2024 Towards Stable Representations for Protein Interface Prediction NeurIPS 2024 Towards Understanding Extrapolation: a Causal Lens NeurIPS 2024 TRAM: Bridging Trust Regions and Sharpness Aware Minimization ICLR 2024 Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection CVPR 2024 Transfer CLIP for Generalizable Image Denoising CVPR 2024 Transformation-Invariant Learning and Theoretical Guarantees for OOD Generalization NeurIPS 2024 Transportable Representations for Domain Generalization AAAI 2024 Tri-Level Navigator: LLM-Empowered Tri-Level Learning for Time Series OOD Generalization NeurIPS 2024 Unbiased Faster R-CNN for Single-source Domain Generalized Object Detection CVPR 2024 Understanding Domain Generalization: A Noise Robustness Perspective ICLR 2024 Understanding Retrieval Robustness for Retrieval-augmented Image Captioning ACL 2024 Understanding the effects of language-specific class imbalance in multilingual fine-tuning EACL 2024 Understanding the Robustness of Multi-modal Contrastive Learning to Distribution Shift ICLR 2024 Unexplored Faces of Robustness and Out-of-Distribution: Covariate Shifts in Environment and Sensor Domains CVPR 2024 UniDepth: Universal Monocular Metric Depth Estimation CVPR 2024 Unified Domain Generalization and Adaptation for Multi-View 3D Object Detection NeurIPS 2024 UniGen: Universal Domain Generalization for Sentiment Classification via Zero-shot Dataset Generation EMNLP 2024 UniMix: Towards Domain Adaptive and Generalizable LiDAR Semantic Segmentation in Adverse Weather CVPR 2024