SS_17: Machine Learning for Sequential Monte Carlo Methods |
| Session Type: Lecture |
| Time: Tuesday, August 30, 16:20 - 18:00 |
| Location: Adriatic |
| Session Chair: Yunpeng Li, University of Surrey |
| SS_17.1: A PARTICLE BERNOULLI FILTER BASED ON GAUSSIAN PROCESS LEARNING FOR MANEUVERING TARGET TRACKING |
| Zheng Hu, Tiancheng Li, Northwestern Polytechnical University, China |
| SS_17.2: CONDITIONAL MEASUREMENT DENSITY ESTIMATION IN SEQUENTIAL MONTE CARLO VIA NORMALIZING FLOW |
| Xiongjie Chen, Yunpeng Li, University of Surrey, United Kingdom |
| SS_17.3: VISUALLY ASSISTED SELF-SUPERVISED AUDIO SPEAKER LOCALIZATION AND TRACKING |
| Jinzheng Zhao, Peipei Wu, Shidrokh Goudarzi, Xubo Liu, Jianyuan Sun, Wenwu Wang, University of Surrey, United Kingdom; Yong Xu, Tencent AI Lab, United Kingdom |
| SS_17.4: INFERENCE WITH DEEP GAUSSIAN PROCESS STATE SPACE MODELS |
| Yuhao Liu, Marzieh Ajirak, Petar M. Djuric, Stony Brook University, United States |
| SS_17.5: PARAMETER ESTIMATION IN SPARSE LINEAR-GAUSSIAN STATE-SPACE MODELS VIA REVERSIBLE JUMP MARKOV CHAIN MONTE CARLO |
| Benjamin Cox, Victor Elvira, University of Edinburgh, United Kingdom |