Kinya Osa

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 18

Top Topics

Hardware Architecture

Sparse Representation

Optimization Methods

Top Venues

ECCV Workshops (5)

Publications

Tse-Wei Chen, Motoki Yoshinaga, Hongxing Gao, Wei Tao, Dongchao Wen, Junjie Liu, Kinya Osa, Masami Kato
Condensation-Net: Memory-Efficient Network Architecture with Cross-Channel Pooling Layers and Virtual Feature Maps. CoRR (2021)
Tse-Wei Chen, Deyu Wang, Wei Tao, Dongchao Wen, Lingxiao Yin, Tadayuki Ito, Kinya Osa, Masami Kato
CASSOD-Net: Cascaded and Separable Structures of Dilated Convolution for Embedded Vision Systems and Applications. CoRR (2021)
Deyu Wang, Dongchao Wen, Wei Tao, Lingxiao Yin, Tse-Wei Chen, Tadayuki Ito, Kinya Osa, Masami Kato
FTAFace: Context-enhanced Face Detector with Fine-grained Task Attention. ACM Multimedia (2021)
Tse-Wei Chen, Wei Tao, Deyu Wang, Dongchao Wen, Kinya Osa, Masami Kato
Hardware Architecture of Embedded Inference Accelerator and Analysis of Algorithms for Depthwise and Large-Kernel Convolutions. CoRR (2021)
Tse-Wei Chen, Deyu Wang, Wei Tao, Dongchao Wen, Lingxiao Yin, Tadayuki Ito, Kinya Osa, Masami Kato
CASSOD-Net: Cascaded and Separable Structures of Dilated Convolution for Embedded Vision Systems and Applications. CVPR Workshops (2021)
Tse-Wei Chen, Wei Tao, Deyu Wang, Dongchao Wen, Kinya Osa, Masami Kato
Hardware Architecture of Embedded Inference Accelerator and Analysis of Algorithms for Depthwise and Large-Kernel Convolutions. ECCV Workshops (5) (2020)
Junjie Liu, Dongchao Wen, Deyu Wang, Wei Tao, Tse-Wei Chen, Kinya Osa, Masami Kato
BAMSProd: A Step towards Generalizing the Adaptive Optimization Methods to Deep Binary Model. CVPR Workshops (2020)
Junjie Liu, Dongchao Wen, Deyu Wang, Wei Tao, Tse-Wei Chen, Kinya Osa, Masami Kato
QuantNet: Learning to Quantize by Learning Within Fully Differentiable Framework. ECCV Workshops (5) (2020)
Junjie Liu, Dongchao Wen, Deyu Wang, Wei Tao, Tse-Wei Chen, Kinya Osa, Masami Kato
QuantNet: Learning to Quantize by Learning within Fully Differentiable Framework. CoRR (2020)
Deyu Wang, Dongchao Wen, Junjie Liu, Wei Tao, Tse-Wei Chen, Kinya Osa, Masami Kato
Fully Supervised and Guided Distillation for One-Stage Detectors. ACCV (3) (2020)
Junjie Liu, Dongchao Wen, Deyu Wang, Wei Tao, Tse-Wei Chen, Kinya Osa, Masami Kato
BAMSProd: A Step towards Generalizing the Adaptive Optimization Methods to Deep Binary Model. CoRR (2020)
Tse-Wei Chen, Motoki Yoshinaga, Hongxing Gao, Wei Tao, Dongchao Wen, Junjie Liu, Kinya Osa, Masami Kato
Condensation-Net: Memory-Efficient Network Architecture With Cross-Channel Pooling Layers and Virtual Feature Maps. CVPR Workshops (2019)
Hongxing Gao, Wei Tao, Dongchao Wen, Junjie Liu, Tse-Wei Chen, Kinya Osa, Masami Kato
DupNet: Towards Very Tiny Quantized CNN with Improved Accuracy for Face Detection. CoRR (2019)
Hongxing Gao, Wei Tao, Dongchao Wen, Tse-Wei Chen, Kinya Osa, Masami Kato
IFQ-Net: Integrated Fixed-point Quantization Networks for Embedded Vision. CoRR (2019)
Junjie Liu, Dongchao Wen, Hongxing Gao, Wei Tao, Tse-Wei Chen, Kinya Osa, Masami Kato
Knowledge Representing: Efficient, Sparse Representation of Prior Knowledge for Knowledge Distillation. CoRR (2019)
Junjie Liu, Dongchao Wen, Hongxing Gao, Wei Tao, Tse-Wei Chen, Kinya Osa, Masami Kato
Knowledge Representing: Efficient, Sparse Representation of Prior Knowledge for Knowledge Distillation. CVPR Workshops (2019)
Hongxing Gao, Wei Tao, Dongchao Wen, Junjie Liu, Tse-Wei Chen, Kinya Osa, Masami Kato
DupNet: Towards Very Tiny Quantized CNN With Improved Accuracy for Face Detection. CVPR Workshops (2019)
Hongxing Gao, Wei Tao, Dongchao Wen, Tse-Wei Chen, Kinya Osa, Masami Kato
IFQ-Net: Integrated Fixed-Point Quantization Networks for Embedded Vision. CVPR Workshops (2018)
Tse-Wei Chen, Noriyasu Hashiguchi, Masahiro Ariizumi, Kinya Osa, Daisuke Nakashima, Yasuo Fukuda, Shiori Wakino, Shinji Shiraga, Masami Kato
Acceleration of clustering-based superpixel algorithms with low memory costs. SiPS (2014)