ML Anthology

Chen, Tse-Wei

11 publications

CVPRW 2024 Dedicated Inference Engine and Binary-Weight Neural Networks for Lightweight Instance Segmentation Tse-Wei Chen, Wei Tao, Dongyue Zhao, Kazuhiro Mima, Tadayuki Ito, Kinya Osa, Masami Kato
CVPRW 2024 Lightweight Maize Disease Detection Through Post-Training Quantization with Similarity Preservation Carlos Victorino Padeiro, Tse-Wei Chen, Takahiro Komamizu, Ichiro Ide
CVPRW 2021 CASSOD-Net: Cascaded and Separable Structures of Dilated Convolution for Embedded Vision Systems and Applications Tse-Wei Chen, Deyu Wang, Wei Tao, Dongchao Wen, Lingxiao Yin, Tadayuki Ito, Kinya Osa, Masami Kato
CVPRW 2020 BAMSProd: A Step Towards Generalizing the Adaptive Optimization Methods to Deep Binary Model Junjie Liu, Dongchao Wen, Deyu Wang, Wei Tao, Tse-Wei Chen, Kinya Osa, Masami Kato
ECCVW 2020 Hardware Architecture of Embedded Inference Accelerator and Analysis of Algorithms for Depthwise and Large-Kernel Convolutions Tse-Wei Chen, Wei Tao, Deyu Wang, Dongchao Wen, Kinya Osa, Masami Kato
ECCVW 2020 QuantNet: Learning to Quantize by Learning Within Fully Differentiable Framework Junjie Liu, Dongchao Wen, Deyu Wang, Wei Tao, Tse-Wei Chen, Kinya Osa, Masami Kato
CVPRW 2019 Condensation-Net: Memory-Efficient Network Architecture with Cross-Channel Pooling Layers and Virtual Feature Maps Tse-Wei Chen, Motoki Yoshinaga, Hongxing Gao, Wei Tao, Dongchao Wen, Junjie Liu, Kinya Osa, Masami Kato
CVPRW 2019 DupNet: Towards Very Tiny Quantized CNN with Improved Accuracy for Face Detection Hongxing Gao, Wei Tao, Dongchao Wen, Junjie Liu, Tse-Wei Chen, Kinya Osa, Masami Kato
CVPRW 2019 Knowledge Representing: Efficient, Sparse Representation of Prior Knowledge for Knowledge Distillation Junjie Liu, Dongchao Wen, Hongxing Gao, Wei Tao, Tse-Wei Chen, Kinya Osa, Masami Kato
CVPRW 2018 IFQ-Net: Integrated Fixed-Point Quantization Networks for Embedded Vision Hongxing Gao, Wei Tao, Dongchao Wen, Tse-Wei Chen, Kinya Osa, Masami Kato
ICCVW 2009 Fast Image Segmentation and Texture Feature Extraction for Image Retrieval Tse-Wei Chen, Yi-Ling Chen, Shao-Yi Chien