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09/13/2023
Differentiable JPEG: The Devil is in the Details
JPEG remains one of the most widespread lossy image coding methods. Howe...
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08/30/2023
Deep Video Codec Control
Lossy video compression is commonly used when transmitting and storing v...
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05/16/2023
Learning Higher-order Object Interactions for Keypoint-based Video Understanding
Action recognition is an important problem that requires identifying act...
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07/21/2021
Memorization in Deep Neural Networks: Does the Loss Function matter?
Deep Neural Networks, often owing to the overparameterization, are shown...
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07/07/2021
Scalable Data Balancing for Unlabeled Satellite Imagery
Data imbalance is a ubiquitous problem in machine learning. In large sca...
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06/29/2021
