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This article describes the 2023 IEEE Low-Power Computer Vision Challenge (LPCVC).
Pyramid scene parsing network
Hengshuang Zhao, Jianping Shi, Xiaojuan Qi, Xiaogang Wang, and Jiaya Jia · 2017
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Low-Power Computer Vision: Status, Challenges, and Opportunities
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Real-time semantic segmentation with fast attention, 2020
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Resolution adaptive networks for efficient inference
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The 2020 low-power computer vision challenge
Xiao Hu, Ming-Ching Chang, Yuwei Chen, Rahul Sridhar, Zhenyu Hu, Yunhe Xue, Zhenyu Wu, Pengcheng Pi, Jiayi Shen, Jianchao Tan, Xiangru Lian, Ji Liu, Zhangyang Wang, Chia-Hsiang Liu, Yu-Shin Han, Yuan-Yao Sung, Yi Lee, Kai-Chiang Wu, Wei-Xiang Guo, Rick Lee, Shengwen Liang, Zerun Wang, Guiguang Ding, Gang Zhang, Teng Xi, Yubei Chen, Han Cai, Ligeng Zhu, Zhekai Zhang, Song Han, Seonghwan Jeong, YoungMin Kwon, Tianzhe Wang, and Jeffery Pan · 2021
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Real-time semantic segmentation with fast attention
Ping Hu, Federico Perazzi, Fabian Caba Heilbron, Oliver Wang, Zhe Lin, Kate Saenko, and Stan Sclaroff · 2021
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Dynamic neural networks: A survey
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Not all images are worth 16x16 words: Dynamic transformers for efficient image recognition
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Adaptive focus for efficient video recognition
Yulin Wang, Zhaoxi Chen, Haojun Jiang, Shiji Song, Yizeng Han, and Gao Huang · 2021
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Segformer: Simple and efficient design for semantic segmentation with transformers
Enze Xie, Wenhai Wang, Zhiding Yu, Anima Anandkumar, Jose M Alvarez, and Ping Luo · 2021
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Low-Power Computer Vision: Improve the Efficiency of Artificial Intelligence
George K. Thiruvathukal, Yung-Hsiang Lu, Jaeyoun Kim, YIran Chen, and Bo Chen, editors · 2022
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Learning to weight samples for dynamic early-exiting networks
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Latency-aware spatial-wise dynamic networks
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Glance and focus networks for dynamic visual recognition
Latency-aware unified dynamic networks for efficient image recognition
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Dynamic perceiver for efficient visual recognition
Yizeng Han, Dongchen Han, Zeyu Liu, Yulin Wang, Xuran Pan, Yifan Pu, Chao Deng, Junlan Feng, Shiji Song, and Gao Huang · 2023
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Dynamic spatial focus for efficient compressed video action recognition
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Adaptive rotated convolution for rotated object detection
Yifan Pu, Yiru Wang, Zhuofan Xia, Yizeng Han, Yulin Wang, Weihao Gan, Zidong Wang, Shiji Song, and Gao Huang · 2023
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Rank-DETR for high quality object detection
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Evolution of winning solutions in the 2021 low-power computer vision challenge
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Cited alongside, same era.
IEEE Low Power Computer Vision Challenge, https://lpcv.ai/
Cited in the paper.
Yifan Pu, Yizeng Han, Yulin Wang, Junlan Feng, Chao Deng, and Gao Huang · 2023
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Transy-net: Learning fully transformer networks for change detection of remote sensing images
Tianyu Yan, Zifu Wan, Pingping Zhang, Gong Cheng, and Huchuan Lu · 2023
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Scalekd: Distilling scale-aware knowledge in small object detector
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Seaformer: Squeeze-enhanced axial transformer for mobile semantic segmentation, 2023
Qiang Wan, Zilong Huang, Jiachen Lu, Gang Yu, and Li Zhang · 2023
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Pidnet: A real-time semantic segmentation network inspired by pid controllers, 2023
Jiacong Xu, Zixiang Xiong, and Shankar P. Bhattacharyya · 2023
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Deep dual-resolution networks for real-time and accurate semantic segmentation of traffic scenes
Huihui Pan, Yuanduo Hong, Weichao Sun, and Yisong Jia · 2023
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