Transfer Learning

Learning to Prompt with Text Only Supervision for Vision-Language Models AAAI 2025 Learning to Reuse Policies in State Evolvable Environments ICML 2025 Learning to vary: Teaching LMs to reproduce human linguistic variability in next-word prediction EMNLP 2025 Learning Unified Distance Metric Across Diverse Data Distributions with Parameter-Efficient Transfer Learning WACV 2025 Learning Visual Grounding from Generative Vision and Language Model WACV 2025 LEARN: Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application AAAI 2025 Learnware Specification via Dual Alignment ICML 2025 LeCoPCR: Legal Concept-guided Prior Case Retrieval for European Court of Human Rights cases NAACL 2025 Legal Judgment Prediction based on Knowledge-enhanced Multi-Task and Multi-Label Text Classification NAACL 2025 Legal Mathematical Reasoning with LLMs: Procedural Alignment through Two-Stage Reinforcement Learning EMNLP 2025 LEKA: LLM-Enhanced Knowledge Augmentation IJCAI 2025 Length-Induced Embedding Collapse in PLM-based Models ACL 2025 Lessons and Insights from a Unifying Study of Parameter-Efficient Fine-Tuning (PEFT) in Visual Recognition CVPR 2025 Let Humanoids Hike! Integrative Skill Development on Complex Trails CVPR 2025 Leveraging High-Resource English Corpora for Cross-lingual Domain Adaptation in Low-Resource Japanese Medicine via Continued Pre-training EMNLP 2025 Leveraging Loanword Constraints for Improving Machine Translation in a Low-Resource Multilingual Context EMNLP 2025 Leveraging Multilingual Training for Authorship Representation: Enhancing Generalization across Languages and Domains EMNLP 2025 LiCamPose: Combining Multi-View LiDAR and RGB Cameras for Robust Single-Timestamp 3D Human Pose Estimation WACV 2025 Lift3D Policy: Lifting 2D Foundation Models for Robust 3D Robotic Manipulation CVPR 2025 Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond ACL 2025 Lightspeed Geometric Dataset Distance via Sliced Optimal Transport ICML 2025 Lightweight Yet Fine-Grained: A Graph Capsule Convolutional Network with Subspace Alignment for Shared-Account Sequential Recommendation AAAI 2025 Linguistic Neuron Overlap Patterns to Facilitate Cross-lingual Transfer on Low-resource Languages EMNLP 2025 LiPO: Listwise Preference Optimization through Learning-to-Rank NAACL 2025 Listen to the Context: Towards Faithful Large Language Models for Retrieval Augmented Generation on Climate Questions ACL 2025