TU2.I: Signal Processing for Emerging Applications: Machine Learning |
| Session Type: Poster |
| Time: Tuesday, 5 May, 16:30 - 18:30 |
| Location: On-Demand |
| Session Chairs: Gabriel Falcao , University of Coimbra and Balatsoukas A.K. Stimming, Eindhoven University of Technology, Netherlands
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| TU2.I.1: FAST AND ACCURATE EMBEDDED DCNN FOR RGB-D BASED SIGN LANGUAGE RECOGNITION |
| Ching-Chen Wang; National Tsing Hua University |
| Ching-Te Chiu; National Tsing Hua University |
| Chao-Tsung Huang; National Tsing Hua University |
| Yu-Chun Ding; National Tsing Hua University |
| Li-Wei Wang; National Tsing Hua University |
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| TU2.I.2: D2NA: DAY-TO-NIGHT ADAPTATION FOR VISION BASED PARKING MANAGEMENT SYSTEM |
| Wei-Zhong Zheng; National Chung Cheng University |
| Vu-Hoang Tran; Ho Chi Minh City University of Technology and Education |
| Ching-Chun Huang; National Chiao Tung University |
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| TU2.I.3: ENERGAN: A GENERATIVE ADVERSARIAL NETWORK FOR ENERGY DISAGGREGATION |
| Maria Kaselimi; National Technical University of Athens |
| Athanasios Voulodimos; University of West Attica |
| Eftychios Protopapadakis; National Technical University of Athens |
| Nikolaos Doulamis; National Technical University of Athens |
| Anastasios Doulamis; National Technical University of Athens |
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| TU2.I.4: ENHANCING THE LABELLING OF AUDIO SAMPLES FOR AUTOMATIC INSTRUMENT CLASSIFICATION BASED ON NEURAL NETWORKS |
| Gonçalo Castel-Branco; Instituto de Telecomunicações, University of Coimbra |
| Gabriel Falcao; Instituto de Telecomunicações, University of Coimbra |
| Fernando Perdigão; Instituto de Telecomunicações, University of Coimbra |
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| TU2.I.5: DEEP-NEURAL-NETWORK BASED FALL-BACK MECHANISM IN INTERFERENCE-AWARE RECEIVER DESIGN |
| Sha Hu; Huawei Sweden |
| Wenquan Hu; Huawei Sweden |
| Dzevdan Kapetanovic; Huawei Sweden |
| Neng Wang; Huawei Sweden |
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| TU2.I.6: DNN-CHIP PREDICTOR: AN ANALYTICAL PERFORMANCE PREDICTOR FOR DNN ACCELERATORS WITH VARIOUS DATAFLOWS AND HARDWARE ARCHITECTURES |
| Yang Zhao; Rice University |
| Chaojian Li; Rice University |
| Yue Wang; Rice University |
| Pengfei Xu; Rice University |
| Yongan Zhang; Rice University |
| Yingyan Lin; Rice University |
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| TU2.I.7: LOW-COMPLEXITY FIXED-POINT CONVOLUTIONAL NEURAL NETWORKS FOR AUTOMATIC TARGET RECOGNITION |
| Hassan Dbouk; University of Illinois at Urbana-Champaign |
| Hanfei Geng; University of Illinois at Urbana-Champaign |
| Craig M. Vineyard; Sandia National Laboratories |
| Naresh R. Shanbhag; University of Illinois at Urbana-Champaign |
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| TU2.I.8: ACCELERATING DISTRIBUTED DEEP LEARNING BY ADAPTIVE GRADIENT QUANTIZATION |
| Jinrong Guo; Institute of Information Engineering, Chinese Academy of Sciences; School of Cyber Security, University of Chinese Academy of Sciences |
| Wantao Liu; Institute of Information Engineering, Chinese Academy of Sciences |
| Wang Wang; Institute of Information Engineering, Chinese Academy of Sciences; School of Cyber Security, University of Chinese Academy of Sciences |
| Jizhong Han; Institute of Information Engineering, Chinese Academy of Sciences |
| Ruixuan Li; Institute of Information Engineering, Chinese Academy of Sciences |
| Yijun Lu; Alibaba Cloud Computing Co. Ltd. |
| Songlin Hu; Institute of Information Engineering, Chinese Academy of Sciences; School of Cyber Security, University of Chinese Academy of Sciences |
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| TU2.I.9: LUPULUS: A FLEXIBLE HARDWARE ACCELERATOR FOR NEURAL NETWORKS |
| Andreas Toftegaard Kristensen; Ecole Polytechnique Fédérale de Lausanne (EPFL) |
| Robert Giterman; Ecole Polytechnique Fédérale de Lausanne (EPFL) |
| Alexios Balatsoukas-Stimming; Eindhoven University of Technology |
| Andreas Burg; Ecole Polytechnique Fédérale de Lausanne (EPFL) |
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| TU2.I.10: DEPTH ESTIMATION FROM SINGLE IMAGE THROUGH MULTI-PATH-MULTI-RATE DIVERSE FEATURE EXTRACTOR |
| Wen-Yi Lo; National Tsing Hua University |
| Ching-Te Chiu; National Tsing Hua University |
| Jie-Yu Luo; National Tsing Hua University |
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| TU2.I.11: OBJECT DETECTION WITH COLOR AND DEPTH IMAGES WITH MULTI-REDUCED REGION PROPOSAL NETWORK AND MULTI-POOLING |
| Jiou-Ai Lin; National Tsing Hua University |
| Ching-Te Chiu; National Tsing Hua University |
| Yen-Yu Cheng; National Tsing Hua University |
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| TU2.I.12: DEBLURRING AND SUPER-RESOLUTION USING DEEP GATED FUSION ATTENTION NETWORKS FOR FACE IMAGES |
| Chao-Hsun Yang; National Tsing Hua University |
| Long-Wen Chang; National Tsing Hua University |
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