Ding, Ruizhou
- Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours
2019/04/05 by Stamoulis, Dimitrios, Ding, Ruizhou, Wang, Di +4 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Understanding the Impact of Label Granularity on CNN-based Image Classification
2019/01/21 by Zhuo Chen, Chen, Zhuo, Ruizhou Ding +5 · 1 citation
Computer Science · #Machine Learning and Data Classification #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning
- AdaScale: Towards Real-time Video Object Detection Using Adaptive Scaling
2019/02/08 by Chin, Ting-Wu, Ding, Ruizhou, Marculescu, Diana · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Regularizing Activation Distribution for Training Binarized Deep Networks
2019/04/04 by Ding, Ruizhou, Chin, Ting-Wu, Liu, Zeye +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- QUIDAM: A Framework for Quantization-Aware DNN Accelerator and Model Co-Exploration
2022/06/30 by Inci, Ahmet, Virupaksha, Siri Garudanagiri, Jain, Aman +4 · 1 citation
#FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG)