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