Technical Program

ADL-O.1: Signal Processing for Accelerating Deep Learning I

Symposium: Symposium on Signal Processing for Accelerating Deep Learning
Session Type: Oral
Time: Wednesday, November 15, 11:00 - 12:30
Location: Lachine
Session Chair: Xiangyang Ji, Tsinghua University
 
11:00 - 11:18
ADL-O.1.1: PARALLEL COMPUTING HEURISTICS FOR LOW-RANK MATRIX COMPLETION
         Charlie Hubbard; Iowa State University
         Chinmay Hegde; Iowa State University
 
11:18 - 11:36
ADL-O.1.2: SENSITIVITY-BASED ACCELERATION AND COMPRESSION ALGORITHM FOR CONVOLUTION NEURAL NETWORK
         Yue Niu; Northwestern Polytechnical University
         Zhenyu Liu; Tsinghua University
         Chunsheng Mei; Northwestern Polytechnical University
         Xiangyang Ji; Tsinghua University
         Wei Zhou; Northwestern Polytechnical University
         Dongsheng Wang; Tsinghua University
 
11:36 - 11:54
ADL-O.1.3: FPGA ACCELERATION OF BAYESIAN MODEL BASED ANALYSIS FOR TIME-INDEPENDENT PROBLEMS
         Humberto Trimino Mora; Max-Planck-Institut für Plasmaphysik
         Sergey Bozhenkov; Max-Planck-Institut für Plasmaphysik
         Jens Knauer; Max-Planck-Institut für Plasmaphysik
         Petra Kornejew; Max-Planck-Institut für Plasmaphysik
         Sehyun Kwak; Max-Planck-Institut für Plasmaphysik
         Oliver Ford; Max-Planck-Institut für Plasmaphysik
         Golo Fuchert; Max-Planck-Institut für Plasmaphysik
         Ekkehard Pasch; Max-Planck-Institut für Plasmaphysik
         Jakob Svensson; Max-Planck-Institut für Plasmaphysik
         Andreas Werner; Max-Planck-Institut für Plasmaphysik
         Robert Christian Wolf; Max-Planck-Institut für Plasmaphysik
         Dirk Timmermann; Rostock University
 
11:54 - 12:12
ADL-O.1.4: A VIDEO DEHAZING SYSTEM BASED ON FAST AIRLIGHT ESTIMATION
         Yongmin Park; Korea Aerospace University
         Tae-Hwan Kim; Korea Aerospace University
 
12:12 - 12:30
ADL-O.1.5: A 200MHZ 202.4GFLOPS@10.8W VGG16 ACCELERATOR IN XILINX VX690T
         Chunsheng Mei; Northwestern Polytechnical University
         Zhenyu Liu; Tsinghua University
         Yue Niu; Northwestern Polytechnical University
         Xiangyang Ji; Tsinghua University
         Wei Zhou; Northwestern Polytechnical University
         Dongsheng Wang; Tsinghua University