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11
research
∙ 05/16/2022

Guess What Moves: Unsupervised Video and Image Segmentation by Anticipating Motion

Motion, measured via optical flow, provides a powerful cue to discover a...
Subhabrata Choudhury, et al. ∙
16
research
∙ 05/16/2022

Optimizing the optimizer for data driven deep neural networks and physics informed neural networks

We investigate the role of the optimizer in determining the quality of t...
John Taylor, et al. ∙
113
research
∙ 05/11/2022

Deep Depth Completion: A Survey

Depth completion aims at predicting dense pixel-wise depth from a sparse...
Junjie Hu, et al. ∙
9
research
∙ 05/16/2022

Attacking and Defending Deep Reinforcement Learning Policies

Recent studies have shown that deep reinforcement learning (DRL) policie...
Chao Wang, et al. ∙
94
research
∙ 05/11/2022

An Empirical Study Of Self-supervised Learning Approaches For Object Detection With Transformers

Self-supervised learning (SSL) methods such as masked language modeling ...
Gokul Karthik Kumar, et al. ∙
47
research
∙ 05/13/2022

A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities

Few-shot learning (FSL) has emerged as an effective learning method and ...
Yisheng Song, et al. ∙

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