Domain Adaptation

Test-time Correlation Alignment ICML 2025 Test-Time Ensemble via Linear Mode Connectivity: A Path to Better Adaptation ICLR 2025 Test-Time Fine-Tuning of Image Compression Models for Multi-Task Adaptability CVPR 2025 Test-Time Graph Neural Dataset Search With Generative Projection ICML 2025 Test-Time Learning for Large Language Models ICML 2025 Test-Time Selective Adaptation for Uni-Modal Distribution Shift in Multi-Modal Data ICML 2025 Test-Time Training on Video Streams JMLR 2025 Test-Time Training Provably Improves Transformers as In-context Learners ICML 2025 Text2Touch: Tactile In-Hand Manipulation with LLM-Designed Reward Functions CoRL 2025 Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text EMNLP 2025 TextCenGen: Attention-Guided Text-Centric Background Adaptation for Text-to-Image Generation ICML 2025 Text-centric Alignment for Bridging Test-time Unseen Modality EMNLP 2025 Text-Guided Fine-grained Counterfactual Inference for Short Video Fake News Detection AAAI 2025 Text-guided Visual Prompt DINO for Generic Segmentation ICCV 2025 Text-IRSTD: Leveraging Semantic Text to Promote Infrared Small Target Detection in Complex Scenes ICCV 2025 Textual Unlearning Gives a False Sense of Unlearning ICML 2025 The Case for Learned Provenance-based System Behavior Baseline ICML 2025 The CausalBench challenge: A machine learning contest for gene network inference from single-cell perturbation data CLeaR 2025 The Change You Want To Detect: Semantic Change Detection In Earth Observation With Hybrid Data Generationf CVPR 2025 The ClimateCheck Shared Task: Scientific Fact-Checking of Social Media Claims about Climate Change ACL 2025 The Devil is in Low-Level Features for Cross-Domain Few-Shot Segmentation CVPR 2025 The Devil Is in the Word Alignment Details: On Translation-Based Cross-Lingual Transfer for Token Classification Tasks ACL 2025 The DISRPT 2025 Shared Task on Elementary Discourse Unit Segmentation, Connective Detection, and Relation Classification EMNLP 2025 The Distracting Effect: Understanding Irrelevant Passages in RAG ACL 2025 The Effectiveness of Uncased Tokeniziaion for Clinical Notes ACL 2025