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Transfer Learning

8078 directly classified papers

Papers per year

Papers

Automatic Speech Recognition for African Low-Resource Languages: Challenges and Future Directions ACL 2025
Improving Cross Lingual Transfer by Pretraining with Active Forgetting EMNLP 2025
Language Mixing in Reasoning Language Models: Patterns, Impact, and Internal Causes EMNLP 2025
All-in-One: Transferring Vision Foundation Models into Stereo Matching AAAI 2025
Hierarchical Cross-Modal Alignment for Open-Vocabulary 3D Object Detection AAAI 2025
DOGR: Leveraging Document-Oriented Contrastive Learning in Generative Retrieval AAAI 2025
SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis EMNLP 2025
Personalized Preference Fine-tuning of Diffusion Models CVPR 2025
CUNI at WMT25 General Translation Task EMNLP 2025
Towards Generalizable Scene Change Detection CVPR 2025
Leveraging Loanword Constraints for Improving Machine Translation in a Low-Resource Multilingual Context EMNLP 2025
Few-Shot Domain Adaptation for Learned Image Compression AAAI 2025
SMART: Scalable Multilingual Approach for a Robust TOD System EMNLP 2025
P-MMEval: A Parallel Multilingual Multitask Benchmark for Consistent Evaluation of LLMs EMNLP 2025
Model-based Large Language Model Customization as Service EMNLP 2025
As Pseudo-Label Free as Possible: Leveraging Adaptive Feature Generation for Sparsely Annotated Object Detection AAAI 2025
AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs EMNLP 2025
Instant Adversarial Purification with Adversarial Consistency Distillation CVPR 2025
Enrich-on-Graph: Query-Graph Alignment for Complex Reasoning with LLM Enriching EMNLP 2025
MSV-PCT: Multi-Sparse-View Enhanced Transformer Framework for Salient Object Detection in Point Clouds AAAI 2025
Cross-domain Rumor Detection via Test-Time Adaptation and Large Language Models EMNLP 2025
HiGDA: Hierarchical Graph of Nodes to Learn Local-to-Global Topology for Semi-Supervised Domain Adaptation AAAI 2025
A Rigorous Evaluation of LLM Data Generation Strategies for Low-Resource Languages EMNLP 2025
Shy-hunyuan-MT at WMT25 General Machine Translation Shared Task EMNLP 2025
SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains NAACL 2025