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New Publication WACV'18November 10, 2017Kai Xu's paper "CSVideoNet: A Real-time End-to-end Learning Framework for High-frame-rate Video Compressive Sensing" is accepted to the IEEE Winter Conference on Applications of Computer Vision (WACV'18). Link: Paper | Research Projects: CSVideoNet: A Real-time End-to-end Learning Framework for High-frame-rate Video Compressive Sensing |
New Publication GeoAI'17November 7, 2017Our paper "Recognizing Terrain Features on Terrestrial Surface Using a Deep Learning Model--An Example with Crater Detection", co-authored with Prof. Wenwen Li (Arizona State University), is presented in the 1st Workshop on GeoAI: AI and Deep Learning for Geographic Knowledge Discovery (GeoAI'17). Link: Paper | |
New Publication AAAI'18November 7, 2017
Our paper "SqueezedText: A Real-time Scene Text Recognition by Binary Convolutional Encoder-decoder Network", co-authored with Prof. Hao Yu (Southern University of Science and Technology of China) and Prof. Wangling Goh (Nanyang Technological University), is accepted to the 32nd AAAI Conference on Artificial Intelligence.
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New Publication JETC'18October 24, 2017Yixing's paper "A GPU-Outperforming FPGA Accelerator Architecture for Binary Convolutional Neural Networks", co-authored with Prof. Hao Yu (Southern University of Science and Technology of China), will appear in the Special Issue on Frontiers of Hardware and Algorithms for On-chip Learning of the ACM Journal on Emerging Technologies in Computing (JETC). Link: Paper | Research Projects: A GPU-Outperforming FPGA Accelerator Architecture for Binary Convolutional Neural Networks |
New Publication ICASSP'17December 12, 2016Kai Xu's paper "A Data-Driven Compressive Sensing Framework Tailored for Energy-efficient Wearable Sensing" is accepted to the 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'17). Link: Paper | Research Projects: A Data-Driven Compressive Sensing Framework Tailored For Energy-Efficient Wearable Sensing |
New Publication NIPS'16December 9, 2016Our paper "A Binary Convolutional Encoder-decoder Network for Real-time Natural Scene Text Processing", co-authored with Prof. Hao Yu (Nanyang Technological University), is presented in the Workshop on Efficient Methods for Deep Neural Networks at the Neural Information Processing Systems Conference (NIPS'16). Link: Paper | Research Projects: A Binary Convolutional Encoder-decoder Network for Real-time Natural Scene Text Processing |
New Publication TBioCAS'16July 3, 2016Yuhao Wang's paper "Data-driven Sampling Matrix Boolean Optimization for Energy-Efficient Biomedical Signal Acquisition by Compressive Sensing", co-authored with Prof. Hao Yu (Nanyang Technological University) and Prof. Xin Li (CMU), will appear in IEEE Transactions on Biomedical Circuits and Systems (TBioCAS). Link: Paper | Research Projects: A Data-Driven Compressive Sensing Framework Tailored For Energy-Efficient Wearable Sensing |
New Publication ISPD'16April 3, 2016Our paper "A Compressive-sensing based Testing Vehicle for 3D TSV Pre-bond and Post-bond Testing Data", co-authored with Prof. Hao Yu (Nanyang Technological University), is presented at the International Symposium on Physical Design (ISPD'16). Link: Paper | |
New Publication EL'16March 17, 2016Our paper "9-bit time–digital-converter-assisted Compressive-sensing Analogue–digital-converter with 4 GS/s Equivalent Speed", co-authored with Prof. M.-C. F. Chang (UCLA), is published in IET Electronics Letters (EL). Link: Paper | |
New Publication TCAS-II'16March 4, 2016
Our paper "An 8-Bit Compressive Sensing ADC With 4GS/s Equivalent Speed Utilizing Self-Timed Pipeline SAR-Binary-Search", co-authored with Prof. M.-C. F. Chang (UCLA), is published in IEEE Transactions on Circuits and Systems II: Express Briefs (TCAS-II).
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New Publication ICASSP'16December 21, 2015Kai Xu's paper "An Energy-Efficient Compressive Sensing Framework Incorporating Online Dictionary Learning for Long-Term Wireless Health Monitoring" is accepted to the 41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'16). Link: Paper | Research Projects: An Energy-efficient Compressive Sensing Framework Incorporating Online Dictionary Learning for Long-Term Wireless Health Monitoring |
New Publication JSSC'15September 12, 2015Prof. Ren's invited paper "A Configurable 12–237 kS/s 12.8 mW Sparse-Approximation Engine for Mobile Data Aggregation of Compressively Sampled Physiological Signals", co-authored with Prof. Dejan Marković (UCLA), will appear in the January special issue of IEEE Journal of Solid-State Circuits (JSSC). Link: Paper | Research Projects: Scalable VLSI Architectures for Sparse Approximation |
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