Robust deep learning object recognition models rely on low frequency information in natural images.
PLoS Comput. Biol., March, 2023
Learning Dynamics and Structure of Complex Systems Using Graph Neural Networks.
CoRR, 2022
Class-Incremental Learning With Generative Classifiers.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021
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
A Single, Continuously Applied Control Policy for Modeling Reaching Movements with and without Perturbation.
Neural Comput., 2018
Evaluate the Malignancy of Pulmonary Nodules Using the 3D Deep Leaky Noisy-or Network.
CoRR, 2017
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