43 citations · 47 across the 7 of their papers we have counts for
Showing 2021 · cs.CVShow all
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cs.CV2021★ 3 cited
Dynamic Network Quantization for Efficient Video Inference
Ximeng Sun, Rameswar Panda, Chun-Fu Chen +3
Deep convolutional networks have recently achieved great success in video recognition, yet their practical realization remains a challenge due to the large amount of computational…
cs.CV2021
Improved Techniques for Quantizing Deep Networks with Adaptive Bit-Widths
Ximeng Sun, Rameswar Panda, Chun-Fu Chen +6
Quantizing deep networks with adaptive bit-widths is a promising technique for efficient inference across many devices and resource constraints. In contrast to static methods that…