Domain Adaptation

Low-Light Image Enhancement via Generative Perceptual Priors AAAI 2025 Low-Rank Tensor Transitions (LoRT) for Transferable Tensor Regression ICML 2025 Low-resource Buryat-Russian neural machine translation ACL 2025 LVPTrack: High Performance Domain Adaptive UAV Tracking with Label Aligned Visual Prompt Tuning AAAI 2025 M^2LLM: Multi-view Molecular Representation Learning with Large Language Models IJCAI 2025 M3ANet: Multi-scale and Multi-Modal Alignment Network for Brain-Assisted Target Speaker Extraction IJCAI 2025 Machine Learning meets Algebraic Combinatorics: A Suite of Datasets Capturing Research-level Conjecturing Ability in Pure Mathematics ICML 2025 Machines and Mathematical Mutations: Using GNNs to Characterize Quiver Mutation Classes ICML 2025 Magic Insert: Style-Aware Drag-and-Drop ICCV 2025 Maintaining Consistent Inter-Class Topology in Continual Test-Time Adaptation CVPR 2025 Make Domain Shift a Catastrophic Forgetting Alleviator in Class-Incremental Learning AAAI 2025 Making Old Film Great Again: Degradation-aware State Space Model for Old Film Restoration CVPR 2025 MalDetectFormer: Leveraging Sparse SpatioTemporal Information for Effective Malicious Traffic Detection AAAI 2025 Map2Traj: Street Map Piloted Zero-shot Trajectory Generation Method for Wireless Network Optimization IJCAI 2025 Mapping Smarter, Not Harder: A Test-Time Reinforcement Learning Agent That Improve Without Labels or Model Updates EMNLP 2025 MaRI: Material Retrieval Integration across Domains CVPR 2025 Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts IJCNLP 2025 Mask-Adapter: The Devil is in the Masks for Open-Vocabulary Segmentation CVPR 2025 MaskControl: Spatio-Temporal Control for Masked Motion Synthesis ICCV 2025 Mask-DPO: Generalizable Fine-grained Factuality Alignment of LLMs ICLR 2025 MaskTwins: Dual-form Complementary Masking for Domain-Adaptive Image Segmentation ICML 2025 MASS: Mathematical Data Selection via Skill Graphs for Pretraining Large Language Models ICML 2025 MASS: Overcoming Language Bias in Image-Text Matching AAAI 2025 MatAnyone: Stable Video Matting with Consistent Memory Propagation CVPR 2025 Matcha: Mitigating Graph Structure Shifts with Test-Time Adaptation ICLR 2025