MLSP-P1: Deep Learning II |
| Session Type: Poster |
| Time: Tuesday, May 14, 13:30 - 15:30 |
| Location: Poster Area G, East Landing, First Floor |
| Session Chair: David Wipf, Microsoft |
| MLSP-P1.1: NEURAL CRF TRANSDUCERS FOR SEQUENCE LABELING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Kai Hu; Tsinghua University |
| Zhijian Ou; Tsinghua University |
| Min Hu; China Mobile Research Institute |
| Junlan Feng; China Mobile Research Institute |
| MLSP-P1.2: NEURAL NETWORKS SEQUENTIAL TRAINING USING VARIATIONAL GAUSSIAN PARTICLE FILTER |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Mhd Modar Halimeh; Friedrich-Alexander-Universität Erlangen-Nürnberg |
| Andreas Brendel; Friedrich-Alexander-Universität Erlangen-Nürnberg |
| Walter Kellermann; Friedrich-Alexander-Universität Erlangen-Nürnberg |
| MLSP-P1.3: UNSUPERVISED PERSON RE-IDENTIFICATION USING RELIABLE AND SOFT LABELS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Jun Sun; Xidian University |
| Cheolkon Jung; Xidian University |
| MLSP-P1.4: HYPERSPECTRAL IMAGE SUPER-RESOLUTION USING GENERATIVE ADVERSARIAL NETWORK AND RESIDUAL LEARNING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Qian Huang; Beijing University of Chemical Technology |
| Wei Li; Beijing University of Chemical Technology |
| Ting Hu; Beijing Institute of Technology |
| Ran Tao; Beijing Institute of Technology |
| MLSP-P1.5: TOWARDS VISUALLY GROUNDED SUB-WORD SPEECH UNIT DISCOVERY |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| David Harwath; Massachusetts Institute of Technology |
| James Glass; Massachusetts Institute of Technology |
| MLSP-P1.6: LOW-RANK EMBEDDING OF KERNELS IN CONVOLUTIONAL NEURAL NETWORKS UNDER RANDOM SHUFFLING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Chao Li; RIKEN Center for Advanced Intelligence Project |
| Zhun Sun; RIKEN Center for Advanced Intelligence Project |
| Jinshi Yu; Guangdong University of Technology |
| Ming Hou; RIKEN Center for Advanced Intelligence Project |
| Qibin Zhao; RIKEN Center for Advanced Intelligence Project |
| MLSP-P1.7: END-TO-END CHANGE DETECTION USING A SYMMETRIC FULLY CONVOLUTIONAL NETWORK FOR LANDSLIDE MAPPING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Tao Lei; Shaanxi University of Science and Technology |
| Qi Zhang; Shaanxi University of Science and Technology |
| Dinghua Xue; Shaanxi University of Science and Technology |
| Tao Chen; China University of Geosciences |
| Hongying Meng; Brunel University London |
| Asoke k. Nandi; Brunel University London |
| MLSP-P1.8: OPTIMIZING QOE OF MULTIPLE USERS OVER DASH: A META-LEARNING APPROACH |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Liangyu Huo; Beihang University |
| Zulin Wang; Beihang University |
| Mai Xu; Beihang University |
| Zhiguo Ding; The University of Manchester |
| Xiaoming Tao; Tsinghua University |
| MLSP-P1.9: LARGE-POSE FACE ALIGNMENT VIA SHAPE-AWARE HEATMAP |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Jiaxin Si; Shanghai Jiao Tong University |
| Fei Jiang; Shanghai Jiao Tong University |
| Ruimin Shen; Shanghai Jiao Tong University |
| MLSP-P1.10: NON-LOCAL SELF-ATTENTION STRUCTURE FOR FUNCTION APPROXIMATION IN DEEP REINFORCEMENT LEARNING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Zhixiang Wang; Tsinghua University |
| Xi Xiao; Tsinghua University |
| Guangwu Hu; Shenzhen Institute of Information Technology |
| Yao Yao; Tsinghua University |
| Dianyan Zhang; Tsinghua University |
| Zhendong Peng; Tsinghua University |
| Qing Li; Southern University of Science and Technology |
| Shutao Xia; Tsinghua University |
| MLSP-P1.11: A TWO-CLASS HYPER-SPHERICAL AUTOENCODER FOR SUPERVISED ANOMALY DETECTION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Yuta Kawachi; NTT Corporation |
| Yuma Koizumi; NTT Corporation |
| Shin Murata; NTT Corporation |
| Noboru Harada; NTT Corporation |
| MLSP-P1.12: DIVERGENCE BASED WEIGHTING FOR INFORMATION CHANNELS IN DEEP CONVOLUTIONAL NEURAL NETWORKS FOR BIRD AUDIO DETECTION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Cemre Zor; University College London |
| Muhammad Awais; University of Surrey |
| Josef Kittler; University of Surrey |
| Miroslaw Bober; University of Surrey |
| Sameed Husain; University of Surrey |
| Qiuqiang Kong; University of Surrey |
| Christian Kroos; University of Surrey |