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Domain Generalization

1760 directly classified papers

Papers per year

Papers

Adversarial Domain Prompt Tuning and Generation for Single Domain Generalization CVPR 2025
Sufficient Invariant Learning for Distribution Shift CVPR 2025
SATA: Spatial Autocorrelation Token Analysis for Enhancing the Robustness of Vision Transformers CVPR 2025
Open-world Radio Frequency Fingerprint Identification via Augmented Semi-supervised Learning 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
Customizing Domain Adapters for Domain Generalization ICCV 2025
Generalizing to Unseen Disaster Events: A Causal View IJCNLP 2025
Captions Speak Louder than Images: Generalizing Foundation Models for E-commerce from High-quality Multimodal Instruction Data IJCNLP 2025
Improving Document Retrieval Coherence for Semantically Equivalent Queries AACL 2025
GUI-Xplore: Empowering Generalizable GUI Agents with One Exploration CVPR 2025
DexWild: Dexterous Human Interactions for In-the-Wild Robot Policies RSS 2025
Stronger, Steadier & Superior: Geometric Consistency in Depth VFM Forges Domain Generalized Semantic Segmentation ICCV 2025
Diffusion-based Source-biased Model for Single Domain Generalized Object Detection ICCV 2025
CountLLM: Towards Generalizable Repetitive Action Counting via Large Language Model CVPR 2025
INTERCHART: Benchmarking Visual Reasoning Across Decomposed and Distributed Chart Information IJCNLP 2025
Learning Semantic Part-Based Graph Structure for 3D Point Cloud Domain Generalization WACV 2025
Overcoming Shortcut Problem in VLM for Robust Out-of-Distribution Detection CVPR 2025
Explaining Domain Shifts in Language: Concept Erasing for Interpretable Image Classification CVPR 2025
FRAMES-VQA: Benchmarking Fine-Tuning Robustness across Multi-Modal Shifts in Visual Question Answering CVPR 2025
DPC: Dual-Prompt Collaboration for Tuning Vision-Language Models CVPR 2025
COSTARR: Consolidated Open Set Technique with Attenuation for Robust Recognition ICCV 2025
COUNTS: Benchmarking Object Detectors and Multimodal Large Language Models under Distribution Shifts CVPR 2025
LLMDet: Learning Strong Open-Vocabulary Object Detectors under the Supervision of Large Language Models CVPR 2025
Not all Views are Created Equal: Analyzing Viewpoint Instabilities in Vision Foundation Models ICCV 2025
ERF: A Benchmark Dataset for Robust Semantic Segmentation Under Extreme Rainfall Conditions AAAI 2025