MLSP-P13: Deep Learning IV |
| Session Type: Poster |
| Time: Thursday, May 16, 13:00 - 15:00 |
| Location: Poster Area G, East Landing, First Floor |
| Session Chair: Jen-Tzung Chien, National Chiao Tung University |
| MLSP-P13.1: WAVEGLOW: A FLOW-BASED GENERATIVE NETWORK FOR SPEECH SYNTHESIS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Ryan Prenger; NVIDIA |
| Rafael Valle; NVIDIA |
| Bryan Catanzaro; NVIDIA |
| MLSP-P13.2: RESIDUAL INTEGRATION NEURAL NETWORK |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Said Ouala; IMT-Atlantique |
| Ananda Pascual; IMEDEA |
| Ronan Fablet; IMT-Atlantique |
| MLSP-P13.3: REDUCING THE SEARCH SPACE FOR HYPERPARAMETER OPTIMIZATION USING GROUP SPARSITY |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Minsu Cho; Iowa State University |
| Chinmay Hegde; Iowa State University |
| MLSP-P13.4: A LEARNING-BASED FRAMEWORK FOR LINE-SPECTRA SUPER-RESOLUTION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Gautier Izacard; Ecole Polytechnique |
| Brett Bernstein; Courant Institute of Mathematical Sciences, NYU |
| Carlos Fernandez-Granda; Courant Institute of Mathematical Sciences and Center for Data Science, NYU |
| MLSP-P13.5: NETWORK ADAPTATION STRATEGIES FOR LEARNING NEW CLASSES WITHOUT FORGETTING THE ORIGINAL ONES |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Hagai Taitelbaum; Bar-Ilan University |
| Gal Chechik; Bar-Ilan University |
| Jacob Goldberger; Bar-Ilan University |
| MLSP-P13.6: OBJECT DETECTION IN CURVED SPACE FOR 360-DEGREE CAMERA |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Kuan-Hsun Wang; National Tsing Hua University |
| Shang-Hong Lai; National Tsing Hua University |
| MLSP-P13.7: ADAFLOW: DOMAIN-ADAPTIVE DENSITY ESTIMATOR WITH APPLICATION TO ANOMALY DETECTION AND UNPAIRED CROSS-DOMAIN TRANSLATION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Masataka Yamaguchi; Nippon Telegraph and Telephone Corporation |
| Yuma Koizumi; Nippon Telegraph and Telephone Corporation |
| Noboru Harada; Nippon Telegraph and Telephone Corporation |
| MLSP-P13.8: CENTROID-BASED DEEP METRIC LEARNING FOR SPEAKER RECOGNITION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Jixuan Wang; University of Toronto |
| Kuan-Chieh Wang; University of Toronto |
| Marc Law; University of Toronto |
| Frank Rudzicz; University of Toronto |
| Michael Brudno; University of Toronto |
| MLSP-P13.9: JSR-NET: A DEEP NETWORK FOR JOINT SPATIAL-RADON DOMAIN CT RECONSTRUCTION FROM INCOMPLETE DATA |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Haimiao Zhang; Peking University |
| Bin Dong; Peking University |
| Baodong Liu; Chinese Academy of Sciences |
| MLSP-P13.10: MATERIAL IDENTIFICATION USING RF SENSORS AND CONVOLUTIONAL NEURAL NETWORKS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Gianluca Agresti; University of Padova |
| Simone Milani; University of Padova |
| MLSP-P13.11: IMAGE CORRECTION IN EMISSION TOMOGRAPHY USING DEEP CONVOLUTION NEURAL NETWORK |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Tomohiro Suzuki; University of Tsukuba |
| Hiroyuki Kudo; University of Tsukuba |
| MLSP-P13.12: EXPLORING COMPLEX TIME-SERIES REPRESENTATIONS FOR RIEMANNIAN MACHINE LEARNING OF RADAR DATA |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Daniel Brooks; Sorbonne Université |
| Olivier Schwander; Sorbonne Université |
| Frédéric Barbaresco; Thales Air Systems |
| Jean-Yves Schneider; Thales Air Systems |
| Matthieu Cord; Sorbonne Université |