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Domain Generalization

1760 directly classified papers

Papers per year

Papers

Enhancing Low-Light Images: A Synthetic Data Perspective on Practical and Generalizable Solutions AAAI 2025
Partial Label Causal Representation Learning for Instance-Dependent Supervision and Domain Generalization AAAI 2025
Improving Generalization for AI-Synthesized Voice Detection AAAI 2025
DG-Mamba: Robust and Efficient Dynamic Graph Structure Learning with Selective State Space Models AAAI 2025
Towards Trustworthy Machine Learning Under Distribution Shifts AAAI 2025
Domain Generalizable Portrait Style Transfer ICCV 2025
Efficient Reinforcement Learning Through Adaptively Pretrained Visual Encoder AAAI 2025
Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing ICCV 2025
Boosting Domain Generalized and Adaptive Detection with Diffusion Models: Fitness, Generalization, and Transferability ICCV 2025
COSTARR: Consolidated Open Set Technique with Attenuation for Robust Recognition ICCV 2025
TorchAdapt: Towards Light-Agnostic Real-Time Visual Perception ICCV 2025
Diffusion-based Source-biased Model for Single Domain Generalized Object Detection ICCV 2025
CoSMIC: Continual Self-supervised Learning for Multi-Domain Medical Imaging via Conditional Mutual Information Maximization ICCV 2025
Not all Views are Created Equal: Analyzing Viewpoint Instabilities in Vision Foundation Models ICCV 2025
Bias in Gender Bias Benchmarks: How Spurious Features Distort Evaluation ICCV 2025
TranSplat: Generalizable 3D Gaussian Splatting from Sparse Multi-View Images with Transformers AAAI 2025
Ghidorah: Towards Robust Multi-Scale Information Diffusion Prediction via Test-Time Training AAAI 2025
Standing on the Shoulders of Giants: Reprogramming Visual-Language Model for General Deepfake Detection AAAI 2025
Seeking Rational Demonstrations for Large Language Models: A Domain Generalization Approach to Unsupervised Cross-Domain Keyphrase Generation ACL 2025
M-RangeDetector: Enhancing Generalization in Machine-Generated Text Detection through Multi-Range Attention Masks ACL 2025
CoDet-M4: Detecting Machine-Generated Code in Multi-Lingual, Multi-Generator and Multi-Domain Settings ACL 2025
Domain-aware Category-level Geometry Learning Segmentation for 3D Point Clouds ICCV 2025
CasP: Improving Semi-Dense Feature Matching Pipeline Leveraging Cascaded Correspondence Priors for Guidance ICCV 2025
Curriculum Debiasing: Toward Robust Parameter-Efficient Fine-Tuning Against Dataset Biases ACL 2025
CountLLM: Towards Generalizable Repetitive Action Counting via Large Language Model CVPR 2025