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cs.CV2023
Search-time Efficient Device Constraints-Aware Neural Architecture Search
Oshin Dutta, Tanu Kanvar, Sumeet Agarwal
Edge computing aims to enable edge devices, such as IoT devices, to process data locally instead of relying on the cloud. However, deep learning techniques like computer vision and…
cs.CV2020
A Variational Information Bottleneck Based Method to Compress Sequential Networks for Human Action Recognition
Ayush Srivastava, Oshin Dutta, Prathosh AP +2
In the last few years, compression of deep neural networks has become an important strand of machine learning and computer vision research. Deep models require sizeable computation…