WP.L7: Special Session - Explainable Machine Learning for Image Processing |
| Session Type: Lecture |
| Time: Wednesday, September 25, 14:10 - 15:58 |
| Location: Room 201DE (2F) |
| Session Chairs: Konstantinos Plataniotis, University of Toronto and Arash Mohammadi, Concordia University |
| WP.L7.1: ENSEMBLES OF FEEDFORWARD-DESIGNED CONVOLUTIONAL NEURAL NETWORKS |
| Yueru Chen; University of Southern California |
| Yijing Yang; University of Southern California |
| Wei Wang; University of Southern California |
| C.-C. Jay Kuo; University of Southern California |
| WP.L7.2: IMPROVING ROBUSTNESS TO ADVERSARIAL EXAMPLES BY ENCOURAGING DISCRIMINATIVE FEATURES |
| Chirag Agarwal; University of Illinois at Chicago |
| Anh Nguyen; Auburn University |
| Dan Schonfeld; University of Illinois at Chicago |
| WP.L7.3: TOWARDS EXPLAINABLE FACE AGING WITH GENERATIVE ADVERSARIAL NETWORKS |
| Angelo Genovese; Università degli Studi di Milano |
| Vincenzo Piuri; Università degli Studi di Milano |
| Fabio Scotti; Università degli Studi di Milano |
| WP.L7.4: WHEN CAUSAL INTERVENTION MEETS ADVERSARIAL EXAMPLES AND IMAGE MASKING FOR DEEP NEURAL NETWORKS |
| Chao-Han Huck Yang; Georgia Institute of Technology |
| Yi-Chieh Liu; Georgia Institute of Technology |
| Pin-Yu Chen; IBM Research |
| Xiaoli Ma; Georgia Institute of Technology |
| Yi-Chang James Tsai; Georgia Institute of Technology |
| WP.L7.5: CAPSULE NETWORKS' INTERPRETABILITY FOR BRAIN TUMOR CLASSIFICATION VIA RADIOMICS ANALYSES |
| Parnian Afshar; Concordia University |
| Konstantinos N. Plataniotis; University of Toronto |
| Arash Mohammadi; Concordia University |
| WP.L7.6: PROBENET: PROBING DEEP NETWORKS |
| Jae-Hyeok Lee; Korea Advanced Institute of Science and Technology (KAIST) |
| Seong Tae Kim; Korea Advanced Institute of Science and Technology (KAIST) |
| Yong Man Ro; Korea Advanced Institute of Science and Technology (KAIST) |