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Understanding Gradient Descent on Edge of Stability in Deep Learning
05/19/2022 ∙ by Sanjeev Arora ∙ 186
Contrastive and Non-Contrastive Self-Supervised Learning Recover Global and Local Spectral Embedding Methods
05/23/2022 ∙ by Randall Balestriero ∙ 151
Deep Depth Completion: A Survey
05/11/2022 ∙ by Junjie Hu ∙ 119
Do Different Deep Metric Learning Losses Lead to Similar Learned Features?
05/05/2022 ∙ by Konstantin Kobs ∙ 106
Dataset Pruning: Reducing Training Data by Examining Generalization Influence
05/19/2022 ∙ by Shuo Yang ∙ 102
An Empirical Study Of Self-supervised Learning Approaches For Object Detection With Transformers
05/11/2022 ∙ by Gokul Karthik Kumar ∙ 94
Pik-Fix: Restoring and Colorizing Old Photos
05/04/2022 ∙ by Runsheng Xu ∙ 93
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