Transfer Learning

Unraveling LoRA Interference: Orthogonal Subspaces for Robust Model Merging ACL 2025 Unveiling the Potential of BERT-family: A New Recipe for Building Scalable, General and Competitive Large Language Models ACL 2025 UORA: Uniform Orthogonal Reinitialization Adaptation in Parameter Efficient Fine-Tuning of Large Models ACL 2025 VFM-Adapter: Adapting Visual Foundation Models for Dense Prediction with Dynamic Hybrid Operation Mapping AAAI 2025 ViFT: Towards Visual Instruction-Free Fine-tuning for Large Vision-Language Models EMNLP 2025 ViPCap: Retrieval Text-Based Visual Prompts for Lightweight Image Captioning AAAI 2025 VisionArena: 230k Real World User-VLM Conversations with Preference Labels CVPR 2025 Visual Consensus Prompting for Co-Salient Object Detection CVPR 2025 Visual Modality Prompt for Adapting Vision-Language Object Detectors ICCV 2025 VladVA: Discriminative Fine-tuning of LVLMs CVPR 2025 Wavelet-Assisted Multi-Frequency Attention Network for Pansharpening AAAI 2025 WAVE: Weight Templates for Adaptive Initialization of Variable-sized Models CVPR 2025 What Makes a Good Dataset for Knowledge Distillation? CVPR 2025 When Long Helps Short: How Context Length in Supervised Fine-tuning Affects Behavior of Large Language Models EMNLP 2025 Which Retain Set Matters for LLM Unlearning? A Case Study on Entity Unlearning ACL 2025 WIR3D: Visually-Informed and Geometry-Aware 3D Shape Abstraction ICCV 2025 WMT 2025 CreoleMT Systems Description : Martinican Creole and French EMNLP 2025 WST: Wavelet-Based Multi-scale Tuning for Visual Transfer Learning AAAI 2025 X-FLoRA: Cross-modal Federated Learning with Modality-expert LoRA for Medical VQA EMNLP 2025 XL-Suite: Cross-Lingual Synthetic Training and Evaluation Data for Open-Ended Generation EMNLP 2025 YNU-HPCC at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Using Multiple Prediction Headers SemEval 2025 Yo'Chameleon: Personalized Vision and Language Generation CVPR 2025 YodiV3: NLP for Togolese Languages with Eyaa-Tom Dataset and the Lom Metric ACL 2025 Zuifeng at SemEval-2025 Task 9: Multitask Learning with Fine-Tuned RoBERTa for Food Hazard Detection SemEval 2025 Trans-LoRA: towards data-free Transferable Parameter Efficient Finetuning NeurIPS 2024