Professor, Department of Computer Science & Technology
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Attention Mechanism in Neural Networks: Where it Comes and Where it Goes
04/27/2022 ∙ by Derya Soydaner ∙ 325
Understanding Gradient Descent on Edge of Stability in Deep Learning
05/19/2022 ∙ by Sanjeev Arora ∙ 185
Deep Learning for Medical Image Registration: A Comprehensive Review
04/24/2022 ∙ by Subrato Bharati ∙ 137
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 ∙ 101
An Empirical Study Of Self-supervised Learning Approaches For Object Detection With Transformers
05/11/2022 ∙ by Gokul Karthik Kumar ∙ 94
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