Haoyu Ren

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 38

Top Topics

Stereo Matching

Object Detection

Top Venues

Publications

Haoyu Ren, Liuan Wang, Junjie Wu
The faster or richer the response, the better performance? An empirical analysis of online healthcare platforms from a competitive perspective. Decis. Support Syst. 184 (2024)
Haoyu Ren, Darko Anicic, Xue Li, Thomas A. Runkler
On-device Online Learning and Semantic Management of TinyML Systems. ACM Trans. Embed. Comput. Syst. 23 (4) (2024)
Haoyu Ren, Xue Li, Darko Anicic, Thomas A. Runkler
On-device Online Learning and Semantic Management of TinyML Systems. CoRR (2024)
Haoyu Ren, Darko Anicic, Thomas A. Runkler
TinyReptile: TinyML with Federated Meta-Learning. IJCNN (2023)
Haoyu Ren, Yi Fan, Stephen Huang
Robust Real-world Image Enhancement Based on Multi-Exposure LDR Images. WACV (2023)
Haoyu Ren, Xue Li, Darko Anicic, Thomas A. Runkler
TinyMetaFed: Efficient Federated Meta-Learning for TinyML. CoRR (2023)
Haoyu Ren, Darko Anicic, Thomas A. Runkler
TinyReptile: TinyML with Federated Meta-Learning. CoRR (2023)
Wang Lu, Zhang Zaitian, Cheng Xuwei, Haoyu Ren, Chen Jianzhou, Fengqi Qiu, Yan Zitong, Zhang Xin, Zhang Li
A Kind of PWM DC Motor Speed Regulation System Based on STM32 with Fuzzy-PID Dual Closed-Loop Control. ICIC (3) (2022)
Yi Fan, Haoyu Ren, Hsilin Huang
Fusion Temporal Color Constancy. ICIP (2022)
Haoyu Ren, Kirill Dorofeev, Darko Anicic, Youssef Hammad, Roland Eckl, Thomas A. Runkler
SeLoC-ML: Semantic Low-Code Engineering for Machine Learning Applications in Industrial IoT. CoRR (2022)
Haoyu Ren, Kirill Dorofeev, Darko Anicic, Youssef Hammad, Roland Eckl, Thomas A. Runkler
SeLoC-ML: Semantic Low-Code Engineering for Machine Learning Applications in Industrial IoT. ISWC (2022)
Haoyu Ren, Darko Anicic, Thomas A. Runkler
Towards Semantic Management of On-Device Applications in Industrial IoT. ACM Trans. Internet Techn. 22 (4) (2022)
Haoyu Ren, Darko Anicic, Thomas A. Runkler
How to Manage Tiny Machine Learning at Scale: An Industrial Perspective. CoRR (2022)
Haoyu Ren, Darko Anicic, Thomas A. Runkler
The Synergy of Complex Event Processing and Tiny Machine Learning in Industrial IoT. CoRR (2021)
Haoyu Ren, Darko Anicic, Thomas A. Runkler
TinyOL: TinyML with Online-Learning on Microcontrollers. CoRR (2021)
Haoyu Ren, Darko Anicic, Thomas A. Runkler
The synergy of complex event processing and tiny machine learning in industrial IoT. DEBS (2021)
Haoyu Ren, Darko Anicic, Thomas A. Runkler
TinyOL: TinyML with Online-Learning on Microcontrollers. IJCNN (2021)
Francesco Montanari, Haoyu Ren, Anatoli Djanatliev
Scenario Detection in Unlabeled Real Driving Data with a Rule-Based State Machine Supported by a Recurrent Neural Network. VTC Spring (2021)
Cheng Xuwei, Zhang Zaitian, Haoyu Ren, Fengqi Qiu, Chen Jianzhou
Deep Integration Navigation Technique Based on Strong Tracking UKF Algorithm. ICIC (2) (2021)
Haoyu Ren, Mostafa El-Khamy, Jungwon Lee
CNF+CT: Context Network Fusion of Cascade-Trained Convolutional Neural Networks for Image Super-Resolution. IEEE Trans. Computational Imaging 6 (2020)
Mostafa El-Khamy, Haoyu Ren, Xianzhi Du, Jungwon Lee
Multitask Deep Neural Networks for Tele-Wide Stereo Matching. IEEE Access 8 (2020)
Haoyu Ren, Amin Kheradmand, Mostafa El-Khamy, Shuangquan Wang, Dongwoon Bai, Jungwon Lee
Real-World Super-Resolution using Generative Adversarial Networks. CVPR Workshops (2020)
Haoyu Ren, Mostafa El-Khamy, Jungwon Lee
Stereo Disparity Estimation via Joint Supervised, Unsupervised, and Weakly Supervised Learning. ICIP (2020)
Haoyu Ren, Mostafa El-Khamy, Jungwon Lee
Deep Monocular Video Depth Estimation Using Temporal Attention. ICASSP (2020)
Andreas Lugmayr, Martin Danelljan, Radu Timofte, Namhyuk Ahn, Dongwoon Bai, Jie Cai, Yun Cao, Junyang Chen, Kaihua Cheng, Se Young Chun, Wei Deng, Mostafa El-Khamy, Chiu Man Ho, Xiaozhong Ji, Amin Kheradmand, Gwantae Kim, Hanseok Ko, Kanghyu Lee, Jungwon Lee, Hao Li, Ziluan Liu, Zhi-Song Liu, Shuai Liu, Yunhua Lu, Zibo Meng, Pablo Navarrete Michelini, Christian Micheloni, Kalpesh Prajapati, Haoyu Ren, Yonghyeok Seo, Wan-Chi Siu, Kyung-Ah Sohn, Ying Tai, Rao Muhammad Umer, Shuangquan Wang, Huibing Wang, Timothy Haoning Wu, Haoning Wu, Biao Yang, Fuzhi Yang, Jaejun Yoo, Tongtong Zhao, Yuanbo Zhou, Haijie Zhuo, Ziyao Zong, Xueyi Zou
NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results. CoRR (2020)
Andreas Lugmayr, Martin Danelljan, Radu Timofte, Namhyuk Ahn, Dongwoon Bai, Jie Cai, Yun Cao, Junyang Chen, Kaihua Cheng, Se Young Chun, Wei Deng, Mostafa El-Khamy, Chiu Man Ho, Xiaozhong Ji, Amin Kheradmand, Gwantae Kim, Hanseok Ko, Kanghyu Lee, Jungwon Lee, Hao Li, Ziluan Liu, Zhi-Song Liu, Shuai Liu, Yunhua Lu, Zibo Meng, Pablo Navarrete Michelini, Christian Micheloni, Kalpesh Prajapati, Haoyu Ren, Yonghyeok Seo, Wan-Chi Siu, Kyung-Ah Sohn, Ying Tai, Rao Muhammad Umer, Shuangquan Wang, Huibing Wang, Timothy Haoning Wu, Haoning Wu, Biao Yang, Fuzhi Yang, Jaejun Yoo, Tongtong Zhao, Yuanbo Zhou, Haijie Zhuo, Ziyao Zong, Xueyi Zou
NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results. CVPR Workshops (2020)
Haoyu Ren, Aman Raj, Mostafa El-Khamy, Jungwon Lee
SUW-Learn: Joint Supervised, Unsupervised, Weakly Supervised Deep Learning for Monocular Depth Estimation. CVPR Workshops (2020)
Haoyu Ren, Mostafa El-Khamy, Jungwon Lee
Deep Robust Single Image Depth Estimation Neural Network Using Scene Understanding. CoRR (2019)
Mostafa El-Khamy, Xianzhi Du, Haoyu Ren, Jungwon Lee
Multi-Task Learning of Depth from Tele and Wide Stereo Image Pairs. ICIP (2019)
Haoyu Ren, Mostafa El-Khamy, Jungwon Lee
Deep Robust Single Image Depth Estimation Neural Network Using Scene Understanding. CVPR Workshops (2019)
Mostafa El-Khamy, Haoyu Ren, Xianzhi Du, Jungwon Lee
TW-SMNet: Deep Multitask Learning of Tele-Wide Stereo Matching. CoRR (2019)
Haoyu Ren, Mostafa El-Khamy, Jungwon Lee
CT-SRCNN: Cascade Trained and Trimmed Deep Convolutional Neural Networks for Image Super Resolution. WACV (2018)
Haoyu Ren, Mostafa El-Khamy, Jungwon Lee
DN-ResNet: Efficient Deep Residual Network for Image Denoising. ACCV (5) (2018)
Haoyu Ren, Mostafa El-Khamy, Jungwon Lee
DN-ResNet: Efficient Deep Residual Network for Image Denoising. CoRR (2018)
Haoyu Ren, Mostafa El-Khamy, Jungwon Lee
Video Super Resolution Based on Deep Convolution Neural Network With Two-Stage Motion Compensation. ICME Workshops (2018)
Haoyu Ren, Mostafa El-Khamy, Jungwon Lee
CT-SRCNN: Cascade Trained and Trimmed Deep Convolutional Neural Networks for Image Super Resolution. CoRR (2017)
Haoyu Ren, Mostafa El-Khamy, Jungwon Lee
Image Super Resolution Based on Fusing Multiple Convolution Neural Networks. CVPR Workshops (2017)
Haoyu Ren, Ze-Nian Li
Object detection using boosted local binaries. Pattern Recognit. 60 (2016)
Haoyu Ren, Ze-Nian Li
Basis mapping based boosting for object detection. CVPR (2015)
Haoyu Ren, Ze-Nian Li
Object tracking using structure-aware binary features. ICME (2015)
Haoyu Ren, Ze-Nian Li
Object Detection Using Generalization and Efficiency Balanced Co-Occurrence Features. ICCV (2015)
Haoyu Ren, Ze-Nian Li
Object recognition based on deformable edge set. ICIP (2015)
Haoyu Ren, Ze-Nian Li
Boosted local binaries for object detection. ICME (2014)
Haoyu Ren, Ze-Nian Li
Age Estimation Based on Complexity-Aware Features. ACCV (1) (2014)
Haoyu Ren, Ze-Nian Li
Gender Recognition Using Complexity-Aware Local Features. ICPR (2014)
Haoyu Ren, Ze-Nian Li
Object detection using edge histogram of oriented gradient. ICIP (2014)
Wei Zheng, Hong Chang, Luhong Liang, Haoyu Ren, Shiguang Shan, Xilin Chen
Strip Features for Fast Object Detection. IEEE Trans. Cybern. 43 (6) (2013)
Xiaopeng Hong, Guoying Zhao, Haoyu Ren, Xilin Chen
Efficient Boosted Weak Classifiers for Object Detection. SCIA (2013)
Haoyu Ren, Xiaopeng Hong, Cher-Keng Heng, Luhong Liang, Xilin Chen
A Sample Pre-mapping Method Enhancing Boosting for Object Detection. ICPR (2010)
Haoyu Ren, Cher-Keng Heng, Wei Zheng, Luhong Liang, Xilin Chen
Fast object detection using boosted co-occurrence histograms of oriented gradients. ICIP (2010)