Transfer Learning

Little Giants: Synthesizing High-Quality Embedding Data at Scale NAACL 2025 Little Martians: From Desert Clay to Generative Agents NeurIPS 2025 LLaRA: Supercharging Robot Learning Data for Vision-Language Policy ICLR 2025 LLaVA-SpaceSGG: Visual Instruct Tuning for Open-Vocabulary Scene Graph Generation with Enhanced Spatial Relations WACV 2025 LLM4DistReconfig: A Fine-tuned Large Language Model for Power Distribution Network Reconfiguration NAACL 2025 LLM-Assisted Semantic Guidance for Sparsely Annotated Remote Sensing Object Detection ICCV 2025 LLM-enhanced Action-aware Multi-modal Prompt Tuning for Image-Text Matching ICCV 2025 LLM-Guided Co-Training for Text Classification EMNLP 2025 LLMs on a Budget? Say HOLA EMNLP 2025 L-Man: A Large Multi-modal Model Unifying Human-centric Tasks AAAI 2025 LM-Searcher: Cross-domain Neural Architecture Search with LLMs via Unified Numerical Encoding EMNLP 2025 Locate-then-Merge: Neuron-Level Parameter Fusion for Mitigating Catastrophic Forgetting in Multimodal LLMs EMNLP 2025 Logits-Based Finetuning EMNLP 2025 Logits DeConfusion with CLIP for Few-Shot Learning CVPR 2025 Long-context Language Models Fail in Basic Retrieval Tasks Without Sufficient Reasoning Steps EMNLP 2025 Long-Short Decision Transformer: Bridging Global and Local Dependencies for Generalized Decision-Making ICLR 2025 LoRACoE: Improving Large Language Model via Composition-based LoRA Expert EMNLP 2025 LoSA: Long-Short-Range Adapter for Scaling End-to-End Temporal Action Localization WACV 2025 Low-Rank Tensor Transitions (LoRT) for Transferable Tensor Regression ICML 2025 Low-Resource Language Expansion and Translation Capacity Enhancement for LLM: A Study on the Uyghur COLING 2025 Low-resource Machine Translation for Code-switched Kazakh-Russian Language Pair NAACL 2025 LP-FT-LoRA: A Three-Stage PEFT Framework for Efficient Domain Adaptation in Bangla NLP Tasks AACL 2025 LRM-LLaVA: Overcoming the Modality Gap of Multilingual Large Language-Vision Model for Low-Resource Languages AAAI 2025 LTLf Synthesis Under Unreliable Input AAAI 2025 LUME: LLM Unlearning with Multitask Evaluations EMNLP 2025