Domain Adaptation

The Elicitation Game: Evaluating Capability Elicitation Techniques ICML 2025 The Esethu Framework: Reimagining Sustainable Dataset Governance and Curation for Low-Resource Languages ACL 2025 The Impact of Auxiliary Patient Data on Automated Chest X-Ray Report Generation and How to Incorporate It ACL 2025 The Impact of Dialect Variation on Robust Automatic Speech Recognition for Catalan NAACL 2025 The Impact of Image Resolution on Biomedical Multimodal Large Language Models MLHC 2025 The Importance of Being Lazy: Scaling Limits of Continual Learning ICML 2025 The iRead4Skills Intelligent Complexity Analyzer EMNLP 2025 The Kyrgyz Seed Dataset Submission to the WMT25 Open Language Data Initiative Shared Task EMNLP 2025 The Medium Is Not the Message: Deconfounding Document Embeddings via Linear Concept Erasure EMNLP 2025 Theoretical Insights in Model Inversion Robustness and Conditional Entropy Maximization for Collaborative Inference Systems CVPR 2025 Theoretical Performance Guarantees for Partial Domain Adaptation via Partial Optimal Transport ICML 2025 The Parables of the Mustard Seed and the Yeast: Extremely Low-Budget, High-Performance Nighttime Semantic Segmentation AAAI 2025 The Power of Framing: How News Headlines Guide Search Behavior EMNLP 2025 The Unreasonable Effectiveness of Model Merging for Cross-Lingual Transfer in LLMs EMNLP 2025 The Utility and Complexity of In- and Out-of-Distribution Machine Unlearning ICLR 2025 The Value of Prediction in Identifying the Worst-Off ICML 2025 Time-Frequency Disentanglement Boosted Pre-Training: A Universal Spatio-Temporal Modeling Framework IJCAI 2025 TimeStep Master: Asymmetrical Mixture of Timestep LoRA Experts for Versatile and Efficient Diffusion Models in Vision ICML 2025 TinyMIG: Transferring Generalization from Vision Foundation Models to Single-Domain Medical Imaging ICML 2025 TITAN: Query-Token based Domain Adaptive Adversarial Learning ICCV 2025 TLDR: Text Based Last-Layer Retraining for Debiasing Image Classifiers WACV 2025 TLLC: Transfer Learning-based Label Completion for Crowdsourcing ICML 2025 TMATH A Dataset for Evaluating Large Language Models in Generating Educational Hints for Math Word Problems COLING 2025 TMetaNet: Topological Meta-Learning Framework for Dynamic Link Prediction ICML 2025 To Label or Not to Label: Hybrid Active Learning for Neural Machine Translation COLING 2025