2023
Robust deep learning object recognition models rely on low frequency information in natural images.
PLoS Comput. Biol., March, 2023

Inferring Inference.
CoRR, 2023

2022
Learning Dynamics and Structure of Complex Systems Using Graph Neural Networks.
CoRR, 2022

2021
Class-Incremental Learning With Generative Classifiers.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2019
Evaluate the Malignancy of Pulmonary Nodules Using the 3-D Deep Leaky Noisy-OR Network.
IEEE Trans. Neural Networks Learn. Syst., 2019

Learning from brains how to regularize machines.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018
A Single, Continuously Applied Control Policy for Modeling Reaching Movements with and without Perturbation.
Neural Comput., 2018

2017
Evaluate the Malignancy of Pulmonary Nodules Using the 3D Deep Leaky Noisy-or Network.
CoRR, 2017

2015
Primary Visual Cortex as a Saliency Map: A Parameter-Free Prediction and Its Test by Behavioral Data.
PLoS Comput. Biol., 2015

Solving Stereo Transparency with an Extended Coarse-to-Fine Disparity Energy Model.
Neural Comput., 2015