domain shift

VoDaSuRe: A Large-Scale Dataset Revealing Domain Shift in Volumetric Super-Resolution CVPR 2026 WiTTA-Bench: Benchmarking Test-Time Adaptation for WiFi Sensing CVPR 2026 Adapting In-Domain Few-Shot Segmentation to New Domains without Source Domain Retraining ICCV 2025 Adaptive Dual Uncertainty Optimization: Boosting Monocular 3D Object Detection under Test-Time Shifts ICCV 2025 Adaptive Energy Alignment for Accelerating Test-Time Adaptation ICLR 2025 Adversarial Alignment with Anchor Dragging Drift (A3D2): Multimodal Domain Adaptation with Partially Shifted Modalities ACL 2025 Adversarial Perturbations Improve Generalization of Confidence Prediction in Medical Image Segmentation MIDL 2025 An Empirical Study of Federated Prompt Learning for Vision Language Model IJCAI 2025 A new framework for evaluating model out-of-distribution generalisation for the biochemical domain ICLR 2025 Attention Bootstrapping for Multi-Modal Test-Time Adaptation AAAI 2025 Boosting Zero-shot Stereo Matching Using Large-Scale Mixed Images Sources in the Real World IJCAI 2025 Bridging the Gap with RedSQL: A Russian Text-to-SQL Benchmark for Domain-Specific Applications ACL 2025 CATALOG: A Camera Trap Language-Guided Contrastive Learning Model WACV 2025 CheXwhatsApp: A Dataset for Exploring Challenges in the Diagnosis of Chest X-rays through Mobile Devices CVPR 2025 ConsNoTrainLoRA: Data-driven Weight Initialization of Low-rank Adapters using Constraints ICCV 2025 ConstStyle: Robust Domain Generalization with Unified Style Transformation ICCV 2025 Cross-Domain Offline Policy Adaptation with Optimal Transport and Dataset Constraint ICLR 2025 DA-Pred: Performance Prediction for Text Summarization under Domain-Shift and Instruct-Tuning EMNLP 2025 Data Augmentation for Medical Imaging: Counterfactual Simulation of Acquisition Parameters via Conditional Diffusion Model MIDL 2025 Differential Alignment for Domain Adaptive Object Detection AAAI 2025 Domain Adaptive Diabetic Retinopathy Grading with Model Absence and Flowing Data CVPR 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 Dynamic Model-Bank Test-Time Adaptation for Automatic Speech Recognition EMNLP 2025 Estimating Causal Effects of Text Interventions Leveraging LLMs IJCNLP 2025