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Domain Generalization

1760 directly classified papers

Papers per year

Papers

Unlocking Generalization Power in LiDAR Point Cloud Registration CVPR 2025
Domain Generalizable Portrait Style Transfer ICCV 2025
Boosting Domain Generalized and Adaptive Detection with Diffusion Models: Fitness, Generalization, and Transferability ICCV 2025
Efficient Reinforcement Learning Through Adaptively Pretrained Visual Encoder AAAI 2025
Mining In-distribution Attributes in Outliers for Out-of-distribution Detection AAAI 2025
Rethinking Table Instruction Tuning ACL 2025
Enhancing Transformers for Generalizable First-Order Logical Entailment ACL 2025
PAFT: Prompt-Agnostic Fine-Tuning EMNLP 2025
Utility-Focused LLM Annotation for Retrieval and Retrieval-Augmented Generation EMNLP 2025
COSTARR: Consolidated Open Set Technique with Attenuation for Robust Recognition ICCV 2025
Learning to Align: Addressing Character Frequency Distribution Shifts in Handwritten Text Recognition EMNLP 2025
Mamba as a Bridge: Where Vision Foundation Models Meet Vision Language Models for Domain-Generalized Semantic Segmentation CVPR 2025
OCRT: Boosting Foundation Models in the Open World with Object-Concept-Relation Triad CVPR 2025
SoMA: Singular Value Decomposed Minor Components Adaptation for Domain Generalizable Representation Learning CVPR 2025
GBlobs: Explicit Local Structure via Gaussian Blobs for Improved Cross-Domain LiDAR-based 3D Object Detection CVPR 2025
Federated Learning with Domain Shift Eraser CVPR 2025
Domain Generalization in CLIP via Learning with Diverse Text Prompts CVPR 2025
SATA: Spatial Autocorrelation Token Analysis for Enhancing the Robustness of Vision Transformers CVPR 2025
Benchmarking Object Detectors under Real-World Distribution Shifts in Satellite Imagery CVPR 2025
Reloc3r: Large-Scale Training of Relative Camera Pose Regression for Generalizable, Fast, and Accurate Visual Localization CVPR 2025
A Bias-Free Training Paradigm for More General AI-generated Image Detection CVPR 2025
Gradient-Guided Annealing for Domain Generalization CVPR 2025
Adversarial Domain Prompt Tuning and Generation for Single Domain Generalization CVPR 2025
Towards General Visual-Linguistic Face Forgery Detection CVPR 2025
Bayesian Low-Rank Learning (Bella): A Practical Approach to Bayesian Neural Networks AAAI 2025