MLSP-P6: Adversarial Learning |
| Session Type: Poster |
| Time: Wednesday, May 15, 08:30 - 10:30 |
| Location: Poster Area H, East Bar, First Floor |
| Session Chair: Wee Peng Tay, Nanyang Technological University |
| MLSP-P6.1: EMBEDDING PHYSICAL AUGMENTATION AND WAVELET SCATTERING TRANSFORM TO GENERATIVE ADVERSARIAL NETWORKS FOR AUDIO CLASSIFICATION WITH LIMITED TRAINING RESOURCES |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Teh Kah Kuan; Institute for Infocomm Research, A*STAR Singapore |
| Tran Huy Dat; Institute for Infocomm Research, A*STAR Singapore |
| MLSP-P6.2: ADVERSARIAL INPAINTING OF MEDICAL IMAGE MODALITIES |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Karim Armanious; University of Stuttgart |
| Youssef Mecky; German University in Cairo |
| Sergios Gatidis; University of Tübingen |
| Bin Yang; University of Stuttgart |
| MLSP-P6.3: TOWARDS UNSUPERVISED SINGLE-CHANNEL BLIND SOURCE SEPARATION USING ADVERSARIAL PAIR UNMIX-AND-REMIX |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Yedid Hoshen; Facebook AI Research and Hebrew University of Jerusalem |
| MLSP-P6.4: EFFICIENT RANDOMIZED DEFENSE AGAINST ADVERSARIAL ATTACKS IN DEEP CONVOLUTIONAL NEURAL NETWORKS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Fatemeh Sheikholeslami; University of Minnesota |
| Swayambhoo Jain; Technicolor AI Lab |
| Georgios B. Giannakis; University of Minnesota |
| MLSP-P6.5: POSTFILTERING USING AN ADVERSARIAL DENOISING AUTOENCODER WITH NOISE-AWARE TRAINING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Naohiro Tawara; Waseda University |
| Hikari Tanabe; Waseda University |
| Tetsunori Kobayashi; Waseda University |
| Masaru Fujieda; OKI Electric Industry Co., Ltd |
| Kazuhiro Katagiri; OKI Electric Industry Co., Ltd |
| Takashi Yazu; OKI Electric Industry Co., Ltd |
| Tetsuji Ogawa; Waseda University |