MLSP-P1: Dictionary Learning, Representation Learning and Matrix Completion |
| Session Type: Poster |
| Time: Tuesday, 5 May, 11:30 - 13:30 |
| Location: On-Demand |
| Virtual Session: View on Virtual Platform |
| Session Chair: Dmitriy Shutin, German Aerospace Center (DLR) |
| MLSP-P1.1: LOW MUTUAL AND AVERAGE COHERENCE DICTIONARY LEARNING USING CONVEX APPROXIMATION |
| Javad Parsa; Sharif University of Technology |
| Mostafa Sadeghi; Inria Grenoble Rhône-Alpes |
| Massoud Babaie-Zadeh; Sharif University of Technology |
| Christian Jutten; GIPSA-Lab |
| MLSP-P1.2: ROBUST ONLINE MATRIX COMPLETION WITH GAUSSIAN MIXTURE MODEL |
| Chunsheng Liu; National University of Defense Technology |
| Chunlei Chen; Weifang University |
| Hong Shan; National University of Defense Technology |
| Bin Wang; National University of Defense Technology |
| MLSP-P1.3: DEEP NEURAL NETWORK BASED MATRIX COMPLETION FOR INTERNET OF THINGS NETWORK LOCALIZATION |
| Sunwoo Kim; Seoul National University |
| Luong Trung Nguyen; Seoul National University |
| Byonghyo Shim; Seoul National University |
| MLSP-P1.4: BRINGING IN THE OUTLIERS: A SPARSE SUBSPACE CLUSTERING APPROACH TO LEARN A DICTIONARY OF MOUSE ULTRASONIC VOCALIZATIONS |
| Jiaxi Wang; University of Southern California |
| Karel Mundnich; University of Southern California |
| Allison Knoll; University of Southern California |
| Pat Levitt; University of Southern California |
| Shrikanth Narayanan; University of Southern California |
| MLSP-P1.5: ONE-BIT COMPRESSED SENSING USING GENERATIVE MODELS |
| Geethu Joseph; Syracuse University |
| Swatantra Kafle; Syracuse University |
| Pramod Varshney; Syracuse University |
| MLSP-P1.6: HYBRID DEEP-SEMANTIC MATRIX FACTORIZATION FOR TAG-AWARE PERSONALIZED RECOMMENDATION |
| Zhenghua Xu; Hebei University of Technology |
| Di Yuan; Hebei University of Technology |
| Thomas Lukasiewicz; University of Oxford |
| Cheng Chen; China Academy of Electronics and Information Technology |
| Yishu Miao; University of Oxford |
| Guizhi Xu; Hebei University of Technology |
| MLSP-P1.7: SUPERVISED ENCODING FOR DISCRETE REPRESENTATION LEARNING |
| Cat Le; Duke University |
| Yi Zhou; University of Utah |
| Jie Ding; University of Minnesota |
| Vahid Tarokh; Duke University |
| MLSP-P1.8: LEARNING DATA REPRESENTATION AND EMOTION ASSESSMENT FROM PHYSIOLOGICAL DATA |
| Miguel Joaquim; Universidade de Lisboa |
| Rita Maçorano; Universidade de Lisboa |
| Francisca Canais; Universidade de Lisboa |
| Rafael Ramos; Universidade de Lisboa |
| Ana Fred; Instituto Superior Técnico, Universidade de Lisboa |
| Marco Torrado; Universidade de Lisboa |
| Hugo Ferreira; Universidade de Lisboa |
| MLSP-P1.9: FEATURE SELECTION UNDER ORTHOGONAL REGRESSION WITH REDUNDANCY MINIMIZING |
| Xueyuan Xu; Beijing Normal University |
| Xia Wu; Beijing Normal University |
| MLSP-P1.10: THE PICASSO ALGORITHM FOR BAYESIAN LOCALIZATION VIA PAIRED COMPARISONS IN A UNION OF SUBSPACES MODEL |
| Gregory Canal; Georgia Institute of Technology |
| Marissa Connor; Georgia Institute of Technology |
| Jihui Jin; Georgia Institute of Technology |
| Namrata Nadagouda; Georgia Institute of Technology |
| Matthew O'Shaughnessy; Georgia Institute of Technology |
| Christopher Rozell; Georgia Institute of Technology |
| Mark Davenport; Georgia Institute of Technology |
| MLSP-P1.11: LEARNING SEMI-SUPERVISED ANONYMIZED REPRESENTATIONS BY MUTUAL INFORMATION |
| Clement Feutry; CentraleSupelec-CNRS-Universite Paris Sud |
| Pablo Piantanida; CentraleSupelec-CNRS-Universite Paris Sud |
| Pierre Duhamel; CNRS-CentraleSupelec-Universite Paris Sud |
| MLSP-P1.12: LEARNING LOCAL STRUCTURE OF REPRESENTATIVE POINTS FOR POINT CLOUD CLASSIFICATION AND SEMANTIC SEGMENTATION |
| Xincheng Li; Tianjin University |
| Yanwei Pang; Tianjin University |
| Yuefeng Wu; Tianjin University |
| Yazhao Li; Tianjin University |