Vision and Learning Pre-conference Series in Australia

NeurIPS 2020 Australia Pre-Conference

Date: Saturday, 5 December 2020 (Sydney Time, GMT+11 )

Zoom Room: https://uni-sydney.zoom.us/j/82155645998    [Video]

09:00 - 09:10 Welcome speech
09:10- 10:00 Keynote: Imitation learning from one-life demonstration, Prof Ivor Tsang (University of Technology Sydney)
10:00- 10:20 AdvFlow: Inconspicuous Black-box Adversarial Attacks using Normalizing Flows, Hadi Mohaghegh Dolatabadi (The University of Melbourne)
10:20- 10:40 Field-wise Learning for Multi-field Categorical Data, Zhibin Li (University of Technology Sydney)
10:40- 11:00 Personalized Federated Learning with Moreau Envelopes, Canh T. Dinh (The University of Sydney)
11:00- 11:20 Pixel-Level Cycle Association: A New Perspective for Domain Adaptive Semantic Segmentation, Guoliang Kang (Carnegie Mellon University)
11:20- 11:40 Domain Adaptation as A Problem of Inference on Graphical Models, Mingming Gong (The University of Melbourne)
11:40- 12:00 Graph Geometry Interaction Learning, Shichao Zhu (Chinese Academy of Sciences)
12:00 - 14:00 Lunch Break
14:00 - 14:10 Afternoon session open
14:10 - 15:00 Keynote: Learning SPD-matrix-based Representation for Visual Recognition, A/Prof Lei Wang (University of Wollongong)
15:00 - 15:20 Few-Shot Object Detection by Second-order Pooling, Shan Zhang (Australian National University)
15:20 - 15:40 Counterfactual Vision-and-Language Navigation: Unravelling the Unseen, Amin Parvaneh (The University of Adelaide)
15:40 - 16:00 Consistent Structural Relation Learning for Zero-Shot Segmentation, Peike Li (University of Technology Sydney)
16:00 - 16:20 Adapting Neural Architectures Between Domains, Yanxi Li (The University of Sydney)
16:20 - 16:40 Hierarchical Neural Architecture Search for Deep Stereo Matching, Xuelian Cheng (Monash University)
16:40 - 17:00 Video Frame Interpolation without Temporal Priors, Youjian Zhang (The University of Sydney)
17:00 - 17:20 Improving Auto-Augment via Augmentation-Wise Weight Sharing, Keyu Tian (SenseTime Research)
17:20 - 17:30 Closing remarks
Page last modified 30 Nov 2020.