26 citations · 42 across the 6 of their papers we have counts for
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cs.LG2021★ 26 cited
Tight Compression: Compressing CNN Through Fine-Grained Pruning and Weight Permutation for Efficient Implementation
Xizi Chen, Jingyang Zhu, Jingbo Jiang +1
The unstructured sparsity after pruning poses a challenge to the efficient implementation of deep learning models in existing regular architectures like systolic arrays. On the oth…
cs.CV2021★ 2 cited
Accelerating Large Kernel Convolutions with Nested Winograd Transformation.pdf
Jingbo Jiang, Xizi Chen, Chi-Ying Tsui
Recent literature has shown that convolutional neural networks (CNNs) with large kernels outperform vision transformers (ViTs) and CNNs with stacked small kernels in many computer…