MLSP-P5: Deep Learning III |
| Session Type: Poster |
| Time: Wednesday, May 15, 08:30 - 10:30 |
| Location: Poster Area G, East Landing, First Floor |
| Session Chair: John Hershey, Google |
| MLSP-P5.1: VARIATIONAL AND HIERARCHICAL RECURRENT AUTOENCODER |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Jen-Tzung Chien; National Chiao Tung University |
| Chun-Wei Wang; National Chiao Tung University |
| MLSP-P5.2: DEEP LEARNING FOR MINIMAL-CONTEXT BLOCK TRACKING THROUGH SIDE-CHANNEL ANALYSIS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Louis Jensen; Boston University |
| Gavin Brown; Boston University |
| Xiao Wang; Boston University |
| Jacob Harer; Boston University |
| Sang Chin; Boston University |
| MLSP-P5.3: DEEP CONVOLUTIONAL ROBUST PCA WITH APPLICATION TO ULTRASOUND IMAGING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Regev Cohen; Technion |
| Yi Zhang; Tsinghua University |
| Oren Solomon; Technion |
| Daniel Toberman; Technion |
| Liran Taieb; Technion |
| Ruud JG van Sloun; Eindhoven University of Technology |
| Yonina C. Eldar; Technion |
| MLSP-P5.4: PIGMENT UNMIXING OF HYPERSPECTRAL IMAGES OF PAINTINGS USING DEEP NEURAL NETWORKS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Neda Rohani; Northwestern University |
| Emeline Pouyet; Northwestern University |
| Marc Walton; Northwestern University |
| Oliver Cossairt; Northwestern University |
| Aggelos Katsaggelos; Northwestern University |
| MLSP-P5.5: ATTENTION IN RECURRENT NEURAL NETWORKS FOR RANSOMWARE DETECTION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Rakshit Agrawal; University of California, Santa Cruz |
| Jack W. Stokes; Microsoft Research |
| Karthik Selvaraj; Microsoft Corporation |
| Mady Marinescu; Microsoft Corporation |
| MLSP-P5.6: DRAWING ORDER RECOVERY FOR HANDWRITING CHINESE CHARACTERS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Bocheng Zhao; Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, China, School of Computer and Control Engineering, University of Chinese Academy of Sciences |
| Minghao Yang; Laboratory of Pattern Recognition, Institute of Automation, CAS / CAS Center for Excellence in Brain Science and Intelligence Technology |
| Jianhua Tao; Laboratory of Pattern Recognition, Institute of Automation, CAS / CAS Center for Excellence in Brain Science and Intelligence Technology, CAS / School of Computer and Control Engineering, University of Chinese Academy of Sciences |
| MLSP-P5.7: DIRECT ESTIMATION OF WEIGHTS AND EFFICIENT TRAINING OF DEEP NEURAL NETWORKS WITHOUT SGD |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Nima Dehmamy; Northeastern University |
| Neda Rohani; Northwestern University |
| Aggelos Katsaggelos; Northwestern University |
| MLSP-P5.8: DENOISING GRAVITATIONAL WAVES WITH ENHANCED DEEP RECURRENT DENOISING AUTO-ENCODERS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Hongyu Shen; University of Illinois at Urbana-Champaign |
| Daniel George; University of Illinois at Urbana-Champaign |
| E. A. Huerta; University of Illinois at Urbana-Champaign |
| Zhizhen Zhao; University of Illinois at Urbana-Champaign |
| MLSP-P5.9: DEEP SPLINE NETWORKS WITH CONTROL OF LIPSCHITZ REGULARITY |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Shayan Aziznejad; École Polytechnique Fédérale de Lausanne |
| Michael Unser; École Polytechnique Fédérale de Lausanne |
| MLSP-P5.10: DEEP NEURAL NETWORKS FOR LOW-RESOLUTION PHOTON-LIMITED IMAGING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Omar DeGuchy; University of California, Merced |
| Fabian Santiago; University of California, Merced |
| Mario Banuelos; California State University, Fresno |
| Roummel Marcia; University of California, Merced |
| MLSP-P5.11: ADVERSARIAL MULTI-LABEL PREDICTION FOR SPOKEN AND VISUAL SIGNAL TAGGING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Yue Deng; Samsung Research America |
| KaWai Chen; Samsung Research America |
| Yilin Shen; Samsung Research America |
| Hongxia Jin; Samsung Research America |
| MLSP-P5.12: RECURRENT DEEP DIVERGENCE-BASED CLUSTERING FOR SIMULTANEOUS FEATURE LEARNING AND CLUSTERING OF VARIABLE LENGTH TIME SERIES |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Daniel J. Trosten; University of Tromsø - The Arctic University of Norway |
| Andreas S. Strauman; University of Tromsø - The Arctic University of Norway |
| Michael Kampffmeyer; University of Tromsø - The Arctic University of Norway |
| Robert Jenssen; University of Tromsø - The Arctic University of Norway |