Efficient Architectures

Simple and Efficient Architectures for Semantic Segmentation
Though the state-of-the architectures for semantic segmentation, such as HRNet, demonstrate impressive accuracy, the complexity arising …
Dushyant Mehta, Andrii Skliar, Haitam Ben Yahia, Shubhankar Borse, Fatih Porikli, Amirhossein Habibian, Tijmen Blankevoort
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Simple and Efficient Architectures for Semantic Segmentation
Conditional Model Selection for Efficient Video Understanding
Video action classification and temporal localization are two key components of video understanding where we witnessed significant …
Mihir Jain, Haitam Ben Yahia, Amir Ghodrati, Fatih Porikli, Amirhossein Habibian
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Conditional Model Selection for Efficient Video Understanding
Efficient Video Super Resolution by Gated Local Self Attention
We tackle the task of efficient video super resolution. Motivated by our study on the quality vs. efficiency trade-off on a wide range …
Davide Abati, Amir Ghodrati, Amirhossein Habibian
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Efficient Video Super Resolution by Gated Local Self Attention