transferability estimation

Feature Space Perturbation: A Panacea to Enhanced Transferability Estimation WACV 2025 PEFTDiff: Diffusion-Guided Transferability Estimation for Parameter-Efficient Fine-Tuning ICCV 2025 TransformerRanker: A Tool for Efficiently Finding the Best-Suited Language Models for Downstream Classification Tasks NAACL 2025 Leveraging Estimated Transferability Over Human Intuition for Model Selection in Text Ranking EMNLP 2024 Building a Winning Team: Selecting Source Model Ensembles using a Submodular Transferability Estimation Approach ICCV 2023 ETran: Energy-Based Transferability Estimation ICCV 2023 How to Determine the Most Powerful Pre-trained Language Model without Brute Force Fine-tuning? An Empirical Survey EMNLP 2023 How to Estimate Model Transferability of Pre-Trained Speech Models? Interspeech 2023 Simple Transferability Estimation for Regression Tasks UAI 2023 Evidence > Intuition: Transferability Estimation for Encoder Selection EMNLP 2022 Frustratingly Easy Transferability Estimation ICML 2022 Transferability Estimation Using Bhattacharyya Class Separability CVPR 2022 Zero-shot Domain Adaptation Based on Attribute Information ACML 2019