Domain Adaptation

FRET: Feature Redundancy Elimination for Test Time Adaptation ICCV 2025 From Annotation to Adaptation: Metrics, Synthetic Data, and Aspect Extraction for Aspect-Based Sentiment Analysis with Large Language Models NAACL 2025 From Coarse to Fine: A Matching and Alignment Framework for Unsupervised Cross-View Geo-Localization AAAI 2025 From Complexity to Clarity: Transforming Chest X-ray Reports with Chained Prompting (Student Abstract) AAAI 2025 From Fairness to Infinity: Outcome-Indistinguishable (Omni)Prediction in Evolving Graphs COLT 2025 From Foresight to Forethought: VLM-In-the-Loop Policy Steering via Latent Alignment RSS 2025 From Generalist to Specialist: A Survey of Large Language Models for Chemistry COLING 2025 From Local Details to Global Context: Advancing Vision-Language Models with Attention-Based Selection ICML 2025 From Priest to Doctor: Domain Adaptation for Low-Resource Neural Machine Translation COLING 2025 From Sharp to Blur: Unsupervised Domain Adaptation for 2D Human Pose Estimation Under Extreme Motion Blur Using Event Cameras ICCV 2025 From Uncertain to Safe: Conformal Adaptation of Diffusion Models for Safe PDE Control ICML 2025 FS-DAG: Few Shot Domain Adapting Graph Networks for Visually Rich Document Understanding COLING 2025 FSTLLM: Spatio-Temporal LLM for Few Shot Time Series Forecasting ICML 2025 FT-MDT: Extracting Decision Trees from Medical Texts via a Novel Low-rank Adaptation Method EMNLP 2025 Fully Dynamic Euclidean Bi-Chromatic Matching in Sublinear Update Time ICML 2025 Fully Test-Time Adaptation for Feature Decrement in Tabular Data IJCAI 2025 Fully Test-time Adaptation for Tabular Data AAAI 2025 Function Encoders: A Principled Approach to Transfer Learning in Hilbert Spaces ICML 2025 Fuzzy Collaborative Reasoning AAAI 2025 G2PDiffusion: Cross-Species Genotype-to-Phenotype Prediction via Evolutionary Diffusion ICCV 2025 GAF: Gaussian Avatar Reconstruction from Monocular Videos via Multi-view Diffusion CVPR 2025 Gait-X: Exploring X modality for Generalized Gait Recognition ICCV 2025 Game4Loc: A UAV Geo-Localization Benchmark from Game Data AAAI 2025 GAP: Gaussianize Any Point Clouds with Text Guidance ICCV 2025 Gaussian Mixture Model for Graph Domain Adaptation IJCAI 2025