Search Results for author: Chenzhuang Du

Found 5 papers, 1 papers with code

Intrinsically Motivated Self-supervised Learning in Reinforcement Learning

no code implementations26 Jun 2021 Yue Zhao, Chenzhuang Du, Hang Zhao, Tiejun Li

In vision-based reinforcement learning (RL) tasks, it is prevalent to assign auxiliary tasks with a surrogate self-supervised loss so as to obtain more semantic representations and improve sample efficiency.

Decision Making reinforcement-learning +3

Improving Multi-Modal Learning with Uni-Modal Teachers

no code implementations21 Jun 2021 Chenzhuang Du, Tingle Li, Yichen Liu, Zixin Wen, Tianyu Hua, Yue Wang, Hang Zhao

We name this problem Modality Failure, and hypothesize that the imbalance of modalities and the implicit bias of common objectives in fusion method prevent encoders of each modality from sufficient feature learning.

Image Segmentation Semantic Segmentation

Secure Data Sharing With Flow Model

1 code implementation24 Sep 2020 Chenwei Wu, Chenzhuang Du, Yang Yuan

In the classical multi-party computation setting, multiple parties jointly compute a function without revealing their own input data.

BIG-bench Machine Learning Image Classification +1

Cannot find the paper you are looking for? You can Submit a new open access paper.