1 citations · 1 across the 1 of their papers we have counts for
2 papers
cs.CV2022★ 1 cited
Arbitrary Bit-width Network: A Joint Layer-Wise Quantization and Adaptive Inference Approach
Chen Tang, Haoyu Zhai, Kai Ouyang +3
Conventional model quantization methods use a fixed quantization scheme to different data samples, which ignores the inherent "recognition difficulty" differences between various s…
cs.CV2020
Adaptive Pixel-wise Structured Sparse Network for Efficient CNNs
Chen Tang, Wenyu Sun, Zhuqing Yuan +1
To accelerate deep CNN models, this paper proposes a novel spatially adaptive framework that can dynamically generate pixel-wise sparsity according to the input image. The sparse s…