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 |