{"total":23,"rows":[{"id":"2111.06977","title":"Scalable Diverse Model Selection for Accessible Transfer Learning","created":"2021-11-12","cited_by_count":40,"area":null},{"id":"2402.02314","title":"Selecting Large Language Model to Fine-tune via Rectified Scaling Law","created":"2024-02-04","cited_by_count":33,"area":null},{"id":"2306.03900","title":"Model Spider: Learning to Rank Pre-Trained Models Efficiently","created":"2023-06-06","cited_by_count":32,"area":null},{"id":"2204.01403","title":"How stable are Transferability Metrics evaluations?","created":"2022-04-04","cited_by_count":30,"area":null},{"id":"2111.13011","title":"Transferability Metrics for Selecting Source Model Ensembles","created":"2021-11-25","cited_by_count":24,"area":null},{"id":"2402.15231","title":"Which Model to Transfer? A Survey on Transferability Estimation","created":"2024-02-23","cited_by_count":13,"area":null},{"id":"2206.09868","title":"Understanding Robust Learning through the Lens of Representation Similarities","created":"2022-06-20","cited_by_count":12,"area":null},{"id":"2307.00823","title":"Understanding the Transferability of Representations via Task-Relatedness","created":"2023-07-03","cited_by_count":11,"area":null},{"id":"2307.11958","title":"Pick the Best Pre-trained Model: Towards Transferability Estimation for Medical Image Segmentation","created":"2023-07-22","cited_by_count":11,"area":null},{"id":"2312.00656","title":"Simple Transferability Estimation for Regression Tasks","created":"2023-12-01","cited_by_count":5,"area":null},{"id":"2304.12314","title":"Distilling from Similar Tasks for Transfer Learning on a Budget","created":"2023-04-24","cited_by_count":4,"area":null},{"id":"2312.04775","title":"How to Determine the Most Powerful Pre-trained Language Model without Brute Force Fine-tuning? An Empirical Survey","created":"2023-12-08","cited_by_count":4,"area":null},{"id":"2507.03175","title":"Understanding Knowledge Transferability for Transfer Learning: A Survey","created":"2025-07-03","cited_by_count":4,"area":null},{"id":"2507.14559","title":"LEAD: Exploring Logit Space Evolution for Model Selection","created":"2025-07-19","cited_by_count":3,"area":null},{"id":"2105.05757","title":"Exploring the Similarity of Representations in Model-Agnostic Meta-Learning","created":"2021-05-12","cited_by_count":2,"area":null},{"id":"2407.12632","title":"CerberusDet: Unified Multi-Dataset Object Detection","created":"2024-07-17","cited_by_count":2,"area":null},{"id":"2504.20121","title":"Benchmarking Transferability: A Framework for Fair and Robust Evaluation","created":"2025-04-28","cited_by_count":2,"area":null},{"id":"2403.06382","title":"Pre-Trained Model Recommendation for Downstream Fine-tuning","created":"2024-03-11","cited_by_count":1,"area":null},{"id":"2405.01603","title":"KITE: A Kernel-based Improved Transferability Estimation Method","created":"2024-05-01","cited_by_count":1,"area":null},{"id":"2207.09225","title":"Similarity of Pre-trained and Fine-tuned Representations","created":"2022-07-19","cited_by_count":0,"area":null},{"id":"2405.20420","title":"Back to the Basics on Predicting Transfer Performance","created":"2024-05-30","cited_by_count":0,"area":null},{"id":"2410.15875","title":"Enabling Asymmetric Knowledge Transfer in Multi-Task Learning with Self-Auxiliaries","created":"2024-10-21","cited_by_count":0,"area":null},{"id":"2512.05880","title":"Neural Coherence : Find higher performance to out-of-distribution tasks from few samples","created":"2025-12-05","cited_by_count":0,"area":null}],"next_cursor":null}