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Transfer Learning

2362 directly classified papers

Papers per year

Papers

PHATNet: A Physics-guided Haze Transfer Network for Domain-adaptive Real-world Image Dehazing ICCV 2025
EmbodiedSplat: Personalized Real-to-Sim-to-Real Navigation with Gaussian Splats from a Mobile Device ICCV 2025
Logits DeConfusion with CLIP for Few-Shot Learning CVPR 2025
Minimal Interaction Seperated Tuning: A New Paradigm for Visual Adaptation CVPR 2025
Multi-Resolution Pathology-Language Pre-training Model with Text-Guided Visual Representation CVPR 2025
Annotation-Efficient Language Model Alignment via Diverse and Representative Response Texts EMNLP 2025
FlowMalTrans: Unsupervised Binary Code Translation for Malware Detection Using Flow-Adapter Architecture EMNLP 2025
Deploying Tiny LVLM Judges for Real-World Evaluation of Chart Models: Lessons Learned and Best Practices EMNLP 2025
LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation EMNLP 2025
R-LoRA: Randomized Multi-Head LoRA for Efficient Multi-task Learning EMNLP 2025
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging EMNLP 2025
Enhancing LLM Language Adaption through Cross-lingual In-Context Pre-training EMNLP 2025
Leveraging Loanword Constraints for Improving Machine Translation in a Low-Resource Multilingual Context EMNLP 2025
Please Translate Again: Two Simple Experiments on Whether Human-Like Reasoning Helps Translation EMNLP 2025
IndiGEC: Multilingual Grammar Error Correction for Low-Resource Indian Languages EMNLP 2025
Composable Cross-prompt Essay Scoring by Merging Models EMNLP 2025
Add-One-In: Incremental Sample Selection for Large Language Models via a Choice-Based Greedy Paradigm EMNLP 2025
Scaling Low-Resource MT via Synthetic Data Generation with LLMs EMNLP 2025
A Systematic Analysis of Base Model Choice for Reward Modeling EMNLP 2025
Idiosyncratic Versus Normative Modeling of Atypical Speech Recognition: Dysarthric Case Studies EMNLP 2025
MMA: Cross-Domain Knowledge Integration via Mixture of Multi-Domain Agents EMNLP 2025
Random at GenAI Detection Task 3: A Hybrid Approach to Cross-Domain Detection of Machine-Generated Text with Adversarial Attack Mitigation COLING 2025
Hearing Anywhere in Any Environment CVPR 2025
What Makes a Good Dataset for Knowledge Distillation? CVPR 2025
Finetuning Pre-trained Language Models for Bidirectional Sign Language Gloss to Text Translation IJCNLP 2025