Transfer Learning

Universal Test-Time Adaptation Through Weight Ensembling, Diversity Weighting, and Prior Correction WACV 2024 Unlabeled Debiasing in Downstream Tasks via Class-wise Low Variance Regularization EMNLP 2024 Unleashing the Potential of SAM for Medical Adaptation via Hierarchical Decoding CVPR 2024 Unlocking Memorization in Large Language Models with Dynamic Soft Prompting EMNLP 2024 Unlocking the Potential of Model Merging for Low-Resource Languages EMNLP 2024 Unveiling the Role of Pretraining in Direct Speech Translation EMNLP 2024 U-VAP: User-specified Visual Appearance Personalization via Decoupled Self Augmentation CVPR 2024 Visual Fourier Prompt Tuning NeurIPS 2024 VkD: Improving Knowledge Distillation using Orthogonal Projections CVPR 2024 VLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment EMNLP 2024 VMT-Adapter: Parameter-Efficient Transfer Learning for Multi-Task Dense Scene Understanding AAAI 2024 V-PETL Bench: A Unified Visual Parameter-Efficient Transfer Learning Benchmark NeurIPS 2024 WATT: Weight Average Test Time Adaptation of CLIP NeurIPS 2024 wav2vec-S: Adapting Pre-trained Speech Models for Streaming ACL 2024 Weakly Supervised Open-Vocabulary Object Detection AAAI 2024 WeditGAN: Few-Shot Image Generation via Latent Space Relocation AAAI 2024 What Makes CLIP More Robust to Long-Tailed Pre-Training Data? A Controlled Study for Transferable Insights NeurIPS 2024 When does perceptual alignment benefit vision representations? NeurIPS 2024 When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and Datasets EACL 2024 WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models NeurIPS 2024 WU_TLAXE at WASSA 2024 Explainability for Cross-Lingual Emotion in Tweets Shared Task 1: Emotion through Translation using TwHIN-BERT and GPT ACL 2024 You Make me Feel like a Natural Question: Training QA Systems on Transformed Trivia Questions EMNLP 2024 Your Transferability Barrier is Fragile: Free-Lunch for Transferring the Non-Transferable Learning CVPR 2024 Your Vision-Language Model Itself Is a Strong Filter: Towards High-Quality Instruction Tuning with Data Selection ACL 2024 Zero-Painter: Training-Free Layout Control for Text-to-Image Synthesis CVPR 2024