Technical Program
MLSP-L6: Deep Learning III |
| Session Type: Lecture |
| Time: Thursday, March 9, 08:30 - 10:30 |
| Location: Grand Salon 3 |
| Session Chair: Yuejie Chi, Ohio State University, USA |
| MLSP-L6.1: DISJUNCTIVE NORMAL SHAPE BOLTZMANN MACHINE |
| Ertunc Erdil; Sabanci University |
| Fitsum Mesadi; Utah University |
| Tolga Tasdizen; Utah University |
| Mujdat Cetin; Sabanci University |
| MLSP-L6.2: TRAINING DATA REDUCTION IN DEEP NEURAL NETWORKS WITH PARTIAL MUTUAL INFORMATION BASED FEATURE SELECTION AND CORRELATION MATCHING BASED ACTIVE LEARNING |
| Jian Zheng; State University of New York at Binghamton |
| Wei Yang; State University of New York at Binghamton |
| Xiaohua Li; State University of New York at Binghamton |
| MLSP-L6.3: RECONSTRUCTION-ERROR-BASED LEARNING FOR CONTINUOUS EMOTION RECOGNITION IN SPEECH |
| Jing Han; University of Passau |
| Zixing Zhang; University of Passau |
| Fabien Ringeval; University of Grenoble Alpes |
| Björn Schuller; University of Passau |
| MLSP-L6.4: INFERRING LATENT STATES IN A NETWORK INFLUENCED BY NEIGHBOR ACTIVITIES: AN UNDIRECTED GENERATIVE APPROACH |
| Buddhika Samarakoon; University of Miami |
| Manohar N. Murthi; University of Miami |
| Kamal Premaratne; University of Miami |
| MLSP-L6.5: DISCRIMINATIVE RECURRING SIGNAL DETECTION AND LOCALIZATION |
| Zeyu You; Oregon State University |
| Raviv Raich; Oregon State University |
| Xiaoli Z. Fern; Oregon State University |
| Jinsub Kim; Oregon State University |
| MLSP-L6.6: A NOVEL LAYERWISE PRUNING METHOD FOR MODEL REDUCTION OF FULLY CONNECTED DEEP NEURAL NETWORKS |
| Lukas Mauch; University of Stuttgart |
| Bin Yang; University of Stuttgart |