MLSP-P8: Machine Learning Applications II |
| Session Type: Poster |
| Time: Wednesday, 6 May, 16:30 - 18:30 |
| Location: On-Demand |
| Virtual Session: View on Virtual Platform |
| Session Chair: Wee Peng Tay, Nanyang Technological University |
| MLSP-P8.1: BLIND BOUNDED SOURCE SEPARATION USING NEURAL NETWORKS WITH LOCAL LEARNING RULES |
| Alper Erdogan; Koc University |
| Cengiz Pehlevan; Harvard University |
| MLSP-P8.2: MODELING PIECE-WISE STATIONARY TIME SERIES |
| Daoping Wu; Purdue University |
| Suhas Gundimeda; Purdue University |
| Shaoshuai Mou; Purdue University |
| Christopher Quinn; Purdue University |
| MLSP-P8.3: MULTIVARIATE TROPICAL REGRESSION AND PIECEWISE-LINEAR SURFACE FITTING |
| Petros Maragos; National Technical University of Athens |
| Emmanouil Theodosis; Harvard University |
| MLSP-P8.4: REVEALING BACKDOORS, POST-TRAINING, IN DNN CLASSIFIERS VIA NOVEL INFERENCE ON OPTIMIZED PERTURBATIONS INDUCING GROUP MISCLASSIFICATION |
| Zhen Xiang; Pennsylvania State University |
| David Miller; Anomalee, Inc. |
| George Kesidis; Pennsylvania State University |
| MLSP-P8.5: CLASSIFYING PARTIALLY LABELED NETWORKED DATA VIA LOGISTIC NETWORK LASSO |
| Nguyen Tran; Aalto University |
| Henrik Ambos; Aalto University |
| Alexander Jung; Aalto University |
| MLSP-P8.6: NEURAL TIME WARPING FOR MULTIPLE SEQUENCE ALIGNMENT |
| Keisuke Kawano; Toyota Central R&D Labs. Inc. |
| Takuro Kutsuna; Toyota Central R&D Labs. Inc. |
| Satoshi Koide; Toyota Central R&D Labs. Inc. |
| MLSP-P8.7: LANCE: EFFICIENT LOW-PRECISION QUANTIZED WINOGRAD CONVOLUTION FOR NEURAL NETWORKS BASED ON GRAPHICS PROCESSING UNITS |
| Guangli Li; Institute of Computing Technology, Chinese Academy of Sciences |
| Lei Liu; Institute of Computing Technology, Chinese Academy of Sciences |
| Xueying Wang; Institute of Computing Technology, Chinese Academy of Sciences |
| Xiu Ma; Jilin University |
| Xiaobing Feng; Institute of Computing Technology, Chinese Academy of Sciences |
| MLSP-P8.8: MEDIA CLASSIFICATION WITH BAYESIAN OPTIMIZATION AND VAPNIK-CHERVONENKIS (VC) BOUNDS |
| Sunil Bharitkar; HP Inc. |
| MLSP-P8.9: BATMAN: BAYESIAN TARGET MODELLING FOR ACTIVE INFERENCE |
| Magnus T. Koudahl; Eindhoven University of Technology |
| Bert de Vries; Eindhoven University of Technology and GN Hearing |
| MLSP-P8.10: DEEP LEARNING ABILITIES TO CLASSIFY INTRICATE VARIATIONS IN TEMPORAL DYNAMICS OF MULTIVARIATE TIME SERIES |
| Pierre Liotet; Ecole normale supérieure Paris-Saclay |
| Patrice Abry; Ecole Normale Superieure de Lyon |
| Roberto Leonarduzzi; Ecole Normale Supérieure |
| Marc Senneret; Vivienne Investissement |
| Laurent Jaffrès; Vivienne Investissement |
| Geral Perrin; Vivienne Investissement |
| MLSP-P8.11: ASSIMILATION-BASED LEARNING OF CHAOTIC DYNAMICAL SYSTEMS FROM NOISY AND PARTIAL DATA |
| Duong Nguyen; IMT Atlantique, Lab-STICC |
| Said Ouala; IMT Atlantique, Lab-STICC |
| Lucas Drumetz; IMT Atlantique, Lab-STICC |
| Ronan Fablet; IMT Atlantique, Lab-STICC |
| MLSP-P8.12: GATED MULTI-LAYER CONVOLUTIONAL FEATURE EXTRACTION NETWORK FOR ROBUST PEDESTRIAN DETECTION |
| Tianrui Liu; Imperial College London |
| Jun-Jie Huang; Imperial College London |
| Tianhong Dai; Imperial College London |
| Guangyu Ren; Imperial College London |
| Tania Stathaki; Imperial College London |