Heming Zhang | DeepAI

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Featured Co-authors

Xin Wang
382 publications
Jie Zhang
215 publications
Ming Li
199 publications
C. -C. Jay Kuo
151 publications
Jue Wang
107 publications
Yixin Chen
59 publications
Peng Cheng
51 publications
Di Jin
43 publications
Haoran Xu
29 publications
Yalin Wang
29 publications
Guyue Zhou
25 publications

∙ 07/01/2022

Discriminator-Guided Model-Based Offline Imitation Learning

Offline imitation learning (IL) is a powerful method to solve decision-m...

7 Wenjia Zhang, et al. ∙

∙ 05/14/2021

Interpretable Drug Synergy Prediction with Graph Neural Networks for Human-AI Collaboration in Healthcare

We investigate molecular mechanisms of resistant or sensitive response o...

0 Zehao Dong, et al. ∙

∙ 08/06/2020

Fashion Captioning: Towards Generating Accurate Descriptions with Semantic Rewards

Generating accurate descriptions for online fashion items is important n...

2 Xuewen Yang, et al. ∙

∙ 07/05/2020

Learning Color Compatibility in Fashion Outfits

Color compatibility is important for evaluating the compatibility of a f...

2 Heming Zhang, et al. ∙

∙ 05/15/2019

Deep Kinship Verification via Appearance-shape Joint Prediction and Adaptation-based Approach

Kinship verification aims to identify the kin relation between two given...

7 Heming Zhang, et al. ∙

∙ 04/27/2019

Accelerating Proposal Generation Network for Fast Face Detection on Mobile Devices

Face detection is a widely studied problem over the past few decades. Re...

6 Heming Zhang, et al. ∙

∙ 03/20/2019

Regularize, Expand and Compress: Multi-task based Lifelong Learning via NonExpansive AutoML

Lifelong learning, the problem of continual learning where tasks arrive ...

20 Jie Zhang, et al. ∙

∙ 03/19/2019

Class-incremental Learning via Deep Model Consolidation

Deep neural networks (DNNs) often suffer from "catastrophic forgetting" ...

12 Junting Zhang, et al. ∙

∙ 02/26/2019

Generative Visual Dialogue System via Adaptive Reasoning and Weighted Likelihood Estimation

The key challenge of generative Visual Dialogue (VD) systems is to respo...

8 Heming Zhang, et al. ∙

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