Conditional Computation

Frame-Exit: Conditional Early Exiting for Efficient Video Recognition
In this paper, we propose a conditional early exiting framework for efficient video recognition. While existing works focus on …
Amir Ghodrati, Babak Ehteshami Bejnordi, Amirhossein Habibian
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Frame-Exit: Conditional Early Exiting for Efficient Video Recognition
Skip-Convolutions for Efficient Video Processing
We propose Skip-Convolutions to leverage the large amount of redundancies in video streams and save computations. Each video is …
Amirhossein Habibian, Davide Abati, Taco S Cohen, Babak Ehteshami Bejnordi
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Skip-Convolutions for Efficient Video Processing