MLSP-P17: Deep Learning V |
| Session Type: Poster |
| Time: Friday, May 17, 13:30 - 15:30 |
| Location: Poster Area G, East Landing, First Floor |
| Session Chair: David Miller, Penn State University |
| MLSP-P17.1: SEMI-SUPERVISED TRANSFER LEARNING FOR CONVOLUTIONAL NEURAL NETWORKS FOR GLAUCOMA DETECTION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Manal AlGhamdi; Umm Al-Qura University |
| Mingqi Li; Harbin Institute of Technology |
| Mohamed Abdel-Mottaleb; University of Miami |
| Mohamed Abou Shousha; Bascom Palmer Eye Institute |
| MLSP-P17.2: AN ENHANCED HIERARCHICAL EXTREME LEARNING MACHINE WITH RANDOM SPARSE MATRIX BASED AUTOENCODER |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Tianlei Wang; Hangzhou Dianzi University |
| Xiaoping Lai; Hangzhou Dianzi University |
| Jiuwen Cao; Hangzhou Dianzi University |
| Chi-Man Vong; University of Macau |
| Badong Chen; Xi’an Jiaotong University |
| MLSP-P17.3: GROUP ACTION EQUIVARIANCE AND GENERALIZED CONVOLUTION IN MULTI-LAYER NEURAL NETWORKS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Pan Zhong; Iowa State University |
| Zhengdao Wang; Iowa State University |
| MLSP-P17.4: DYNAMIC WEIGHT ALIGNMENT FOR TEMPORAL CONVOLUTIONAL NEURAL NETWORKS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Brian Kenji Iwana; Kyushu University |
| Seiichi Uchida; Kyushu University |
| MLSP-P17.5: SURE-TISTA: A SIGNAL RECOVERY NETWORK FOR COMPRESSED SENSING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Mengcheng Yao; Southeast University |
| Jian Dang; Southeast University |
| Zaichen Zhang; Southeast University |
| Liang Wu; Southeast University |
| MLSP-P17.6: CONTINUAL LEARNING FOR ANOMALY DETECTION WITH VARIATIONAL AUTOENCODER |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Felix Wiewel; University of Stuttgart |
| Bin Yang; University of Stuttgart |
| MLSP-P17.7: APE-GAN: ADVERSARIAL PERTURBATION ELIMINATION WITH GAN |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Guoqing Jin; Inst. of Computing Teth, Chinese Academy of Sciences |
| Shiwei Shen; Inst. of Computing Teth, Chinese Academy of Sciences |
| Dongming Zhang; National Computer Network Emergency Response Technical Team of China |
| Feng Dai; Inst. of Computing Teth, Chinese Academy of Sciences |
| Yongdong Zhang; Inst. of Computing Teth, Chinese Academy of Sciences |
| MLSP-P17.8: ADVERSARIAL LEARNING OF LABEL DEPENDENCY: A NOVEL FRAMEWORK FOR MULTI-CLASS CLASSIFICATION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Che-Ping Tsai; National Taiwan Universuty |
| Hung-Yi Lee; National Taiwan Universuty |
| MLSP-P17.9: LOOK, LISTEN, AND LEARN MORE: DESIGN CHOICES FOR DEEP AUDIO EMBEDDINGS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Jason Cramer; New York University |
| Ho-Hsiang Wu; New York University |
| Justin Salamon; New York University |
| Juan Pablo Bello; New York University |
| MLSP-P17.10: LEARNING POSE-AWARE 3D RECONSTRUCTION VIA 2D-3D SELF-CONSISTENCY |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Yi-Lun Liao; National Taiwan University |
| Yao-Cheng Yang; National Taiwan University |
| Yuan-Fang Lin; National Taiwan University |
| Pin-Jung Chen; National Taiwan University |
| Chia-Wen Kuo; Georgia Institute of Technology |
| Wei-Chen Chiu; National Chiao Tung University |
| Yu-Chiang Frank Wang; National Taiwan University |
| MLSP-P17.11: ON THE USEFULNESS OF STATISTICAL NORMALISATION OF BOTTLENECK FEATURES FOR SPEECH RECOGNITION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Erfan Loweimi; University of Edinburgh |
| Peter Bell; University of Edinburgh |
| Steve Renals; University of Edinburgh |
| MLSP-P17.12: LEARNING TEMPORAL INFORMATION FROM SPATIAL INFORMATION USING CAPSNETS FOR HUMAN ACTION RECOGNITION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Abdullah Algamdi; University of Warwick |
| Victor Sanchez; University of Warwick |
| Chang-Tsun Li; Deakin University |