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Transfer Learning

8078 directly classified papers

Papers per year

Papers

A Reinforcement Learning Framework for Cross-Lingual Stance Detection Using Chain-of-Thought Alignment ACL 2025
CheXWorld: Exploring Image World Modeling for Radiograph Representation Learning CVPR 2025
Science-T2I: Addressing Scientific Illusions in Image Synthesis CVPR 2025
Re3Syn: A Dependency-Based Data Synthesis Framework for Long-Context Post-training ACL 2025
SeqPO-SiMT: Sequential Policy Optimization for Simultaneous Machine Translation ACL 2025
VSNet: Focusing on the Linguistic Characteristics of Sign Language CVPR 2025
Typology-Guided Adaptation in Multilingual Models ACL 2025
MWPO: Enhancing LLMs Performance through Multi-Weight Preference Strength and Length Optimization ACL 2025
DrugHash: Hashing Based Contrastive Learning for Virtual Screening AAAI 2025
VideoRefer Suite: Advancing Spatial-Temporal Object Understanding with Video LLM CVPR 2025
Learning to vary: Teaching LMs to reproduce human linguistic variability in next-word prediction EMNLP 2025
AIMA at SemEval-2025 Task 1: Bridging Text and Image for Idiomatic Knowledge Extraction via Mixture of Experts ACL 2025
MINDS at SemEval-2025 Task 8: Question Answering Over Tabular Data via Large Language Model-generated SQL Queries ACL 2025
IMFine: 3D Inpainting via Geometry-guided Multi-view Refinement CVPR 2025
Frequency-Masked Embedding Inference: A Non-Contrastive Approach for Time Series Representation Learning AAAI 2025
PROPER: A Progressive Learning Framework for Personalized Large Language Models with Group-Level Adaptation ACL 2025
Self-Expansion of Pre-trained Models with Mixture of Adapters for Continual Learning CVPR 2025
Towards Continual Universal Segmentation CVPR 2025
Towards Generalizable Scene Change Detection CVPR 2025
Pre-Training Graph Neural Networks on Molecules by Using Subgraph-Conditioned Graph Information Bottleneck AAAI 2025
MultiMorph: On-demand Atlas Construction CVPR 2025
Neural Parameter Search for Slimmer Fine-Tuned Models and Better Transfer ACL 2025
Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning ACL 2025
CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning AAAI 2025
Minimal Interaction Seperated Tuning: A New Paradigm for Visual Adaptation CVPR 2025