domain generalization

TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks ICLR 2025 TAROT: Towards Essentially Domain-Invariant Robustness with Theoretical Justification CVPR 2025 Task-level Distributionally Robust Optimization for Large Language Model-based Dense Retrieval AAAI 2025 Temporal Dynamics in Visual Data: Analyzing the Impact of Time on Classification Accuracy WACV 2025 Test-Time Domain Generalization via Universe Learning: A Multi-Graph Matching Approach for Medical Image Segmentation CVPR 2025 Text-to-Image Synthesis for Domain Generalization in Face Anti-Spoofing WACV 2025 The Devil is in Fine-tuning and Long-tailed Problems: A New Benchmark for Scene Text Detection IJCAI 2025 The Indoor-Training Effect: Unexpected Gains from Distribution Shifts in the Transition Function AAAI 2025 The PanAf-FGBG Dataset: Understanding the Impact of Backgrounds in Wildlife Behaviour Recognition CVPR 2025 The Parables of the Mustard Seed and the Yeast: Extremely Low-Budget, High-Performance Nighttime Semantic Segmentation AAAI 2025 The Visual Counter Turing Test (VCT²): A Benchmark for Evaluating AI-Generated Image Detection and the Visual AI Index (V_AI) IJCNLP 2025 TIDE: Training Locally Interpretable Domain Generalization Models Enables Test-time Correction CVPR 2025 Time-Frequency Disentanglement Boosted Pre-Training: A Universal Spatio-Temporal Modeling Framework IJCAI 2025 Toward Generalizing Visual Brain Decoding to Unseen Subjects ICLR 2025 Towards a General Time Series Anomaly Detector with Adaptive Bottlenecks and Dual Adversarial Decoders ICLR 2025 Towards a Universal 3D Medical Multi-modality Generalization via Learning Personalized Invariant Representation ICCV 2025 Towards Explicit Geometry-Reflectance Collaboration for Generalized LiDAR Segmentation in Adverse Weather CVPR 2025 Towards Generalizable Multi-Camera 3D Object Detection via Perspective Rendering AAAI 2025 Towards Generalizable Reinforcement Learning via Causality-Guided Self-Adaptive Representations ICLR 2025 Towards Generalizable Scene Change Detection CVPR 2025 Towards General Visual-Linguistic Face Forgery Detection CVPR 2025 Towards In-the-wild 3D Plane Reconstruction from a Single Image CVPR 2025 Towards More General Video-based Deepfake Detection through Facial Component Guided Adaptation for Foundation Model CVPR 2025 Towards Robust Training via Gradient-Diversified Backpropagation WACV 2025 Towards Trustworthy Machine Learning Under Distribution Shifts AAAI 2025