{"total":29,"rows":[{"id":"2104.10972","title":"ImageNet-21K Pretraining for the Masses","created":"2021-04-22","cited_by_count":613,"area":null},{"id":"2101.12037","title":"BENDR: using transformers and a contrastive self-supervised learning task to learn from massive amounts of EEG data","created":"2021-01-28","cited_by_count":199,"area":null},{"id":"2110.02095","title":"Exploring the Limits of Large Scale Pre-training","created":"2021-10-05","cited_by_count":104,"area":null},{"id":"2103.12718","title":"Self-Supervised Pretraining Improves Self-Supervised Pretraining","created":"2021-03-23","cited_by_count":82,"area":null},{"id":"2203.01825","title":"What Makes Transfer Learning Work For Medical Images: Feature Reuse & Other Factors","created":"2022-03-02","cited_by_count":61,"area":null},{"id":"2201.05867","title":"Transferability in Deep Learning: A Survey","created":"2022-01-15","cited_by_count":57,"area":null},{"id":"2307.12577","title":"PRIOR: Prototype Representation Joint Learning from Medical Images and Reports","created":"2023-07-24","cited_by_count":55,"area":null},{"id":"2103.13318","title":"Factors of Influence for Transfer Learning across Diverse Appearance Domains and Task Types","created":"2021-03-24","cited_by_count":54,"area":null},{"id":"2111.12780","title":"Transferability Estimation using Bhattacharyya Class Separability","created":"2021-11-24","cited_by_count":54,"area":null},{"id":"2103.02193","title":"Adaptive Consistency Regularization for Semi-Supervised Transfer Learning","created":"2021-03-03","cited_by_count":37,"area":null},{"id":"2207.05739","title":"A Data-Based Perspective on Transfer Learning","created":"2022-07-12","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":"2108.11346","title":"Auxiliary Task Update Decomposition: The Good, The Bad and The Neutral","created":"2021-08-25","cited_by_count":17,"area":null},{"id":"2205.09904","title":"Deep transfer learning for image classification: a survey","created":"2022-05-20","cited_by_count":13,"area":null},{"id":"2311.11973","title":"Adaptive Training Distributions with Scalable Online Bilevel Optimization","created":"2023-11-20","cited_by_count":11,"area":null},{"id":"2110.05848","title":"Fine-Grained Adversarial Semi-supervised Learning","created":"2021-10-12","cited_by_count":4,"area":null},{"id":"2207.07267","title":"ScaleNet: Searching for the Model to Scale","created":"2022-07-15","cited_by_count":4,"area":null},{"id":"2303.16963","title":"Fairness-Aware Data Valuation for Supervised Learning","created":"2023-03-29","cited_by_count":4,"area":null},{"id":"2303.16887","title":"Towards Understanding the Effect of Pretraining Label Granularity","created":"2023-03-29","cited_by_count":3,"area":null},{"id":"2411.03768","title":"A Bayesian Approach to Data Point Selection","created":"2024-11-06","cited_by_count":3,"area":null},{"id":"2107.08585","title":"Non-binary deep transfer learning for image classification","created":"2021-07-19","cited_by_count":2,"area":null},{"id":"2212.05473","title":"SEPT: Towards Scalable and Efficient Visual Pre-Training","created":"2022-12-11","cited_by_count":1,"area":null},{"id":"2312.16243","title":"Mixture Data for Training Cannot Ensure Out-of-distribution Generalization","created":"2023-12-25","cited_by_count":1,"area":null},{"id":"2103.07230","title":"Sequential Random Network for Fine-grained Image Classification","created":"2021-03-12","cited_by_count":0,"area":null},{"id":"2109.02357","title":"Fighting Selection Bias in Statistical Learning: Application to Visual Recognition from Biased Image Databases","created":"2021-09-06","cited_by_count":0,"area":null},{"id":"2112.00275","title":"Learning from Mistakes based on Class Weighting with Application to Neural Architecture Search","created":"2021-12-01","cited_by_count":0,"area":null},{"id":"2204.12044","title":"ISTRBoost: Importance Sampling Transfer Regression using Boosting","created":"2022-04-26","cited_by_count":0,"area":null},{"id":"2211.11872","title":"Classification of Melanocytic Nevus Images using BigTransfer (BiT)","created":"2022-11-21","cited_by_count":0,"area":null}],"next_cursor":null}