SS-13: Explainable Machine Learning for Image Processing |
Paper Presentations and Interactive Q&A Time: Wednesday, 28 October, 16:00 - 18:25 |
Virtual Session: View on Virtual Platform |
Session Chairs: Arash Mohammadi, Concordia University and Yong Man Ro, Korea Advanced Institute of Science and Technology |
SS-13.1: SIDU: SIMILARITY DIFFERENCE AND UNIQUENESS METHOD FOR EXPLAINABLE AI |
Satya M. Muddamsetty; Aalborg University |
Mohammad N. S. Jahromi; Aalborg University |
Thomas B. Moeslund; Aalborg University |
SS-13.2: ROBUSTNESS AND OVERFITTING BEHAVIOR OF IMPLICIT BACKGROUND MODELS |
Shirley Liu; Georgia Institute of Technology |
Charles Lehman; Georgia Institute of Technology |
Ghassan AlRegib; Georgia Institute of Technology |
SS-13.3: ONLINE LEARNING FOR BETA-LIOUVILLE HIDDEN MARKOV MODELS: INCREMENTAL VARIATIONAL LEARNING FOR VIDEO SURVEILLANCE AND ACTION RECOGNITION |
Samr Ali; Concordia University |
Nizar Bouguila; Concordia University |
SS-13.4: TOWARDS HUMAN-LIKE INTERPRETABLE OBJECT DETECTION VIA SPATIAL RELATION ENCODING |
Jung Uk Kim; Korea Advanced Institute of Science and Technology (KAIST) |
Sungjune Park; Korea Advanced Institute of Science and Technology (KAIST) |
Yong Man Ro; Korea Advanced Institute of Science and Technology (KAIST) |
SS-13.5: CONTRASTIVE EXPLANATIONS IN NEURAL NETWORKS |
Mohit Prabhushankar; Georgia Institute of Technology |
Gukyeong Kwon; Georgia Institute of Technology |
Dogancan Temel; Georgia Institute of Technology |
Ghassan AlRegib; Georgia Institute of Technology |
SS-13.6: PIXELHOP++: A SMALL SUCCESSIVE-SUBSPACE-LEARNING-BASED (SSL-BASED) MODEL FOR IMAGE CLASSIFICATION |
Yueru Chen; University of Southern California |
Mozhdeh Rouhsedaghat; University of Southern California |
Suya You; Army Research Laboratory |
Raghuveer Rao; Army Research Laboratory |
C.-C. Jay Kuo; University of Southern California |
SS-13.7: DEEP-URL: A MODEL-AWARE APPROACH TO BLIND DECONVOLUTION BASED ON DEEP UNFOLDED RICHARDSON-LUCY NETWORK |
Chirag Agarwal; University of Illinois at Chicago |
Shahin Khobahi; University of Illinois at Chicago |
Arindam Bose; University of Illinois at Chicago |
Mojtaba Soltanalian; University of Illinois at Chicago |
Dan Schonfeld; University of Illinois at Chicago |