Junwen Chen | DeepAI

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Featured Co-authors

Yi Zhang
258 publications
Jing Yang
111 publications
Hui Zhang
85 publications
Chao Liu
59 publications
Yun Wang
45 publications
Ning Ding
41 publications
Xingxing Wei
39 publications
Wei Zou
33 publications
Dongbin Zhao
32 publications
Haiyang Xu
31 publications
Yunbo Wang
28 publications

∙ 07/26/2023

Defending Adversarial Patches via Joint Region Localizing and Inpainting

Deep neural networks are successfully used in various applications, but ...

0 Junwen Chen, et al. ∙

∙ 07/05/2023

Focusing on what to decode and what to train: Efficient Training with HOI Split Decoders and Specific Target Guided DeNoising

Recent one-stage transformer-based methods achieve notable gains in the ...

0 Junwen Chen, et al. ∙

∙ 06/09/2022

GateHUB: Gated History Unit with Background Suppression for Online Action Detection

Online action detection is the task of predicting the action as soon as ...

0 Junwen Chen, et al. ∙

∙ 05/10/2022

Transformer-based Cross-Modal Recipe Embeddings with Large Batch Training

In this paper, we present a cross-modal recipe retrieval framework, Tran...

0 Jing Yang, et al. ∙

∙ 12/16/2021

QAHOI: Query-Based Anchors for Human-Object Interaction Detection

Human-object interaction (HOI) detection as a downstream of object detec...

0 Junwen Chen, et al. ∙

∙ 08/06/2020

Group Activity Prediction with Sequential Relational Anticipation Model

In this paper, we propose a novel approach to predict group activities g...

0 Junwen Chen, et al. ∙

∙ 07/15/2020

ContourRend: A Segmentation Method for Improving Contours by Rendering

A good object segmentation should contain clear contours and complete re...

0 Junwen Chen, et al. ∙

∙ 03/25/2020

Adversarial Multi-Binary Neural Network for Multi-class Classification

Multi-class text classification is one of the key problems in machine le...

0 Haiyang Xu, et al. ∙

∙ 03/25/2020

Learning Syntactic and Dynamic Selective Encoding for Document Summarization

Text summarization aims to generate a headline or a short summary consis...

0 Haiyang Xu, et al. ∙

∙ 03/18/2020

Selective Attention Encoders by Syntactic Graph Convolutional Networks for Document Summarization

Abstractive text summarization is a challenging task, and one need to de...

0 Haiyang Xu, et al. ∙

∙ 08/02/2019

DELTA: A DEep learning based Language Technology plAtform

In this paper we present DELTA, a deep learning based language technolog...

0 Kun Han, et al. ∙

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