Domain Generalization

DaWin: Training-free Dynamic Weight Interpolation for Robust Adaptation ICLR 2025 Debiased Multimodal Understanding for Human Language Sequences AAAI 2025 Decoupled Finetuning for Domain Generalizable Semantic Segmentation ICLR 2025 DeepShield: Fortifying Deepfake Video Detection with Local and Global Forgery Analysis ICCV 2025 Detecting Out-of-Distribution Through the Lens of Neural Collapse CVPR 2025 DexWild: Dexterous Human Interactions for In-the-Wild Robot Policies RSS 2025 DGFamba: Learning Flow Factorized State Space for Visual Domain Generalization AAAI 2025 DG-Mamba: Robust and Efficient Dynamic Graph Structure Learning with Selective State Space Models AAAI 2025 Diffusion-based Source-biased Model for Single Domain Generalized Object Detection ICCV 2025 Diffusion Guided Adaptive Augmentation for Generalization in Visual Reinforcement Learning ICCV 2025 DIMCIM: A Quantitative Evaluation Framework for Default-mode Diversity and Generalization in Text-to-Image Generative Models ICCV 2025 DiMPLe - Disentangled Multi-Modal Prompt Learning: Enhancing Out-Of-Distribution Alignment with Invariant and Spurious Feature Separation ICCV 2025 Directional Gradient Projection for Robust Fine-Tuning of Foundation Models ICLR 2025 DisPIM: Distilling PreTrained Image Models for Generalizable Visuo-Motor Control IJCAI 2025 Divergent Domains Convergent Grading: Enhancing Generalization in Diabetic Retinopathy Grading WACV 2025 DivShift: Exploring Domain-Specific Distribution Shifts in Large-Scale, Volunteer-Collected Biodiversity Datasets AAAI 2025 Domain-aware Category-level Geometry Learning Segmentation for 3D Point Clouds ICCV 2025 Domain Generalizable Portrait Style Transfer ICCV 2025 Domain Generalization in CLIP via Learning with Diverse Text Prompts CVPR 2025 Domain Generalization using Large Pretrained Models with Mixture-of-Adapters WACV 2025 Domain Generalized Medical Landmark Detection via Robust Boundary-Aware Pre-Training AAAI 2025 Domain-Generalized Object Anti-Spoofing: Bridging Gaps and Patch Selection for Robust Detection Across Domains WACV 2025 Domain-Guided Weight Modulation for Semi-Supervised Domain Generalization WACV 2025 DomainSum: A Hierarchical Benchmark for Fine-Grained Domain Shift in Abstractive Text Summarization NAACL 2025 DomCLP: Domain-wise Contrastive Learning with Prototype Mixup for Unsupervised Domain Generalization AAAI 2025