Technical Program
MLSP-L1: Deep Learning I |
| Session Type: Lecture |
| Time: Tuesday, March 7, 08:30 - 10:30 |
| Location: Grand Salon 3 |
| Session Chair: Jen-Tzung Chien, National Chiao Tung University |
| MLSP-L1.1: ON RANDOM WEIGHTS FOR TEXTURE GENERATION IN ONE LAYER CNNS |
| Mihir Mongia; Stanford University |
| Kundan Kumar; Indian Institute of Technology Kanpur |
| Akram Erraqabi; MILA |
| Yoshua Bengio; MILA |
| MLSP-L1.2: SELECTING OPTIMAL LAYER REDUCTION FACTORS FOR MODEL REDUCTION OF DEEP NEURAL NETWORKS |
| Lukas Mauch; University of Stuttgart |
| Bin Yang; University of Stuttgart |
| MLSP-L1.3: UNSUPERVISED ADAPTATION OF DEEP NEURAL NETWORKS FOR SOUND SOURCE LOCALIZATION USING ENTROPY MINIMIZATION |
| Ryu Takeda; Osaka University |
| Kazunori Komatani; Osaka University |
| MLSP-L1.4: CHARACTER-LEVEL DEEP CONFLATION FOR BUSINESS DATA ANALYTICS |
| Zhe Gan; Duke University |
| P. D. Singh; Microsoft Research |
| Ameet Joshi; Microsoft |
| Xiaodong He; Microsoft Research |
| Jianshu Chen; Microsoft Research |
| Jianfeng Gao; Microsoft Research |
| Li Deng; Microsoft Research |
| MLSP-L1.5: AUTOMATIC SPEECH EMOTION RECOGNITION USING RECURRENT NEURAL NETWORKS WITH LOCAL ATTENTION |
| Seyedmahdad Mirsamadi; The University of Texas at Dallas |
| Emad Barsoum; Microsoft Research |
| Cha Zhang; Microsoft Research |
| MLSP-L1.6: FACE DETECTION AND RECOGNITION FOR HOME SERVICE ROBOTS WITH END-TO-END DEEP NEURAL NETWORKS |
| Wei Jiang; Futurewei Technologies Inc. |
| Wei Wang; Futurewei Technologies Inc. |