Publications
2022
- Li K Wenliang, A distributional Bayesian learning theory for visual perceptual learning, COSYNE Abstracts, Lisbon [abstract]
2021
-
Li K Wenliang, Heishiro Kanagawa, Blindness of score-based methods to isolated components and mixing proportions, NeurIPS Workshop Your Model is Wrong [paper]
-
Bin Dai, Li K. Wenliang, David Wipf, On the Value of Infinite Gradients in Variational Autoencoder Models, NeurIPS [paper]
-
Longyuan Li, Jian Yao, Li K. Wenliang, Tong He, Tianjun Xiao, Junchi Yan, David Wipf, Zheng Zhang, GRIN: Generative Relation and Intention Network for Multi-agent Trajectory Prediction, NeurIPS [paper]
2020
-
Tianlin Xu, Li K. Wenliang, Michael Munn, Beatrice Acciaio, COT-GAN: Generating Sequential Data via Causal Optimal Transport, Advances in Neural Information Processing Systems [pre-print] [code] [contributions]
-
Li K. Wenliang, Theodore Moskovitz, Heishiro Kanagawa, Maneesh Sahani, Amortised learning by wake-sleep, Internatioanl Conference in Machine Learning [paper] [slides] [code]
2019
-
Li K. Wenliang, Maneesh Sahani, Neural recognition and postdiction by temporal distributed distributional code, Bernstein Conference 2019, Berlin [abstract] [poster]
-
Li K. Wenliang, Maneesh Sahani, A neurally plausible model for online recognition and postdiction, Advances in Neural Information Processing Systems [paper] [slides (tri-center)] [poster] [pre-print]
-
Li K. Wenliang, Eszter Vertes, Maneesh Sahani Accurate and adaptive neural recognition in dynamical environment COSYNE Abstracts, Lisbon [poster] [abstract]
-
Li K. Wenliang*, Danica Sutherland*, Heiko Strathmann, Arthur Gretton, Learning deep kernels for exponential family densities, ICML, Long Beach [link] [code]
2018
-
Li K. Wenliang and Aaron R. Seitz, Deep neural network for modeling visual perceptual learning, Journal of Neuroscience.
[link] [pre-print] [code] -
Li Wenliang and Maneesh Sahani, Neural network trained with supervision represents uncertainty by nonlinear moments, COSYNE Abstracts, Denver, USA [poster] [abstract]
2015
- Chunfang Liu, Wenliang Li, Fuchun Sun and Jianwei Zhang, Grasp planning by human experience on a variety of objects with complex geometry Intelligent Robots and Systems (IROS), Hamburg doi: 10.1109/IROS.2015.7353420