26 citations · 73 across the 7 of their papers we have counts for
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eess.IV2019★ 22 cited
Computationally Efficient Neural Image Compression
Nick Johnston, Elad Eban, Ariel Gordon +1
Image compression using neural networks have reached or exceeded non-neural methods (such as JPEG, WebP, BPG). While these networks are state of the art in ratedistortion performan…
cs.LG2019★ 3 cited
Table-Based Neural Units: Fully Quantizing Networks for Multiply-Free Inference
Michele Covell, David Marwood, Shumeet Baluja +1
In this work, we propose to quantize all parts of standard classification networks and replace the activation-weight--multiply step with a simple table-based lookup. This approach…