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Audio-Visual Scene-Aware Dialog and Reasoning using Audio-Visual Transformers with Joint Student-Teacher Learning


Oct 13, 2021
Ankit P. Shah, Shijie Geng, Peng Gao, Anoop Cherian, Takaaki Hori, Tim K. Marks, Jonathan Le Roux, Chiori Hori

* https://dstc10.dstc.community/home and https://github.com/dialogtekgeek/AVSD-DSTC10_Official/ 

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CLIP-Adapter: Better Vision-Language Models with Feature Adapters


Oct 09, 2021
Peng Gao, Shijie Geng, Renrui Zhang, Teli Ma, Rongyao Fang, Yongfeng Zhang, Hongsheng Li, Yu Qiao

* Technical Report 

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Dense Contrastive Visual-Linguistic Pretraining


Sep 24, 2021
Lei Shi, Kai Shuang, Shijie Geng, Peng Gao, Zuohui Fu, Gerard de Melo, Yunpeng Chen, Sen Su

* Accepted by ACM Multimedia 2021. arXiv admin note: text overlap with arXiv:2007.13135 

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Fast Convergence of DETR with Spatially Modulated Co-Attention


Aug 05, 2021
Peng Gao, Minghang Zheng, Xiaogang Wang, Jifeng Dai, Hongsheng Li

* Accepted by ICCV2021 

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Multi-channel Speech Enhancement with 2-D Convolutional Time-frequency Domain Features and a Pre-trained Acoustic Model


Jul 26, 2021
Quandong Wang, Junnan Wu, Zhao Yan, Sichong Qian, Liyong Guo, Lichun Fan, Weiji Zhuang, Peng Gao, Yujun Wang

* 7 pages, 3 figures, submitted to APSIPA 2021, polished 

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Heterogeneous Graph Attention Network for Multi-hop Machine Reading Comprehension


Jul 02, 2021
Feng Gao, Jian-Cheng Ni, Peng Gao, Zi-Li Zhou, Yan-Yan Li, Hamido Fujita


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Winner Team Mia at TextVQA Challenge 2021: Vision-and-Language Representation Learning with Pre-trained Sequence-to-Sequence Model


Jun 24, 2021
Yixuan Qiao, Hao Chen, Jun Wang, Yihao Chen, Xianbin Ye, Ziliang Li, Xianbiao Qi, Peng Gao, Guotong Xie

* Winner of TextVQA 2021 

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Scalable Transformers for Neural Machine Translation


Jun 18, 2021
Peng Gao, Shijie Geng, Yu Qiao, Xiaogang Wang, Jifeng Dai, Hongsheng Li

* Mostly overlapping with version 1, with minor updates/revisions 

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Oriented Object Detection with Transformer


Jun 06, 2021
Teli Ma, Mingyuan Mao, Honghui Zheng, Peng Gao, Xiaodi Wang, Shumin Han, Errui Ding, Baochang Zhang, David Doermann


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Container: Context Aggregation Network


Jun 02, 2021
Peng Gao, Jiasen Lu, Hongsheng Li, Roozbeh Mottaghi, Aniruddha Kembhavi


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Dual-stream Network for Visual Recognition


May 31, 2021
Mingyuan Mao, Renrui Zhang, Honghui Zheng, Peng Gao, Teli Ma, Yan Peng, Errui Ding, Shumin Han


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PingAn-VCGroup's Solution for ICDAR 2021 Competition on Scientific Literature Parsing Task B: Table Recognition to HTML


May 05, 2021
Jiaquan Ye, Xianbiao Qi, Yelin He, Yihao Chen, Dengyi Gu, Peng Gao, Rong Xiao

* 8 Pages, 7 Figures 

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PingAn-VCGroup's Solution for ICDAR 2021 Competition on Scientific Table Image Recognition to Latex


May 05, 2021
Yelin He, Xianbiao Qi, Jiaquan Ye, Peng Gao, Yihao Chen, Bingcong Li, Xin Tang, Rong Xiao

* 7 pages, 4 figures 

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Self-supervised learning for fast and scalable time series hyper-parameter tuning


Feb 10, 2021
Peiyi Zhang, Xiaodong Jiang, Ginger M Holt, Nikolay Pavlovich Laptev, Caner Komurlu, Peng Gao, Yang Yu


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RomeBERT: Robust Training of Multi-Exit BERT


Jan 24, 2021
Shijie Geng, Peng Gao, Zuohui Fu, Yongfeng Zhang


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A System for Automated Open-Source Threat Intelligence Gathering and Management


Jan 19, 2021
Peng Gao, Xiaoyuan Liu, Edward Choi, Bhavna Soman, Chinmaya Mishra, Kate Farris, Dawn Song


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A System for Efficiently Hunting for Cyber Threats in Computer Systems Using Threat Intelligence


Jan 17, 2021
Peng Gao, Fei Shao, Xiaoyuan Liu, Xusheng Xiao, Haoyuan Liu, Zheng Qin, Fengyuan Xu, Prateek Mittal, Sanjeev R. Kulkarni, Dawn Song

* Accepted paper at ICDE 2021 demonstrations track. arXiv admin note: substantial text overlap with arXiv:2010.13637 

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Learn molecular representations from large-scale unlabeled molecules for drug discovery


Dec 21, 2020
Pengyong Li, Jun Wang, Yixuan Qiao, Hao Chen, Yihuan Yu, Xiaojun Yao, Peng Gao, Guotong Xie, Sen Song


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Semi-supervised Active Learning for Instance Segmentation via Scoring Predictions


Dec 09, 2020
Jun Wang, Shaoguo Wen, Kaixing Chen, Jianghua Yu, Xin Zhou, Peng Gao, Changsheng Li, Guotong Xie

* 13 pages, 7 figures, accepted for presentation at BMVC2020 

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End-to-End Object Detection with Adaptive Clustering Transformer


Nov 18, 2020
Minghang Zheng, Peng Gao, Xiaogang Wang, Hongsheng Li, Hao Dong

* technique report 

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Multi-view Sensor Fusion by Integrating Model-based Estimation and Graph Learning for Collaborative Object Localization


Nov 16, 2020
Peng Gao, Rui Guo, Hongsheng Lu, Hao Zhang


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Enabling Efficient Cyber Threat Hunting With Cyber Threat Intelligence


Oct 26, 2020
Peng Gao, Fei Shao, Xiaoyuan Liu, Xusheng Xiao, Zheng Qin, Fengyuan Xu, Prateek Mittal, Sanjeev R. Kulkarni, Dawn Song


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A Predictive Autoscaler for Elastic Batch Jobs


Oct 10, 2020
Peng Gao


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Multi-Pass Transformer for Machine Translation


Sep 23, 2020
Peng Gao, Chiori Hori, Shijie Geng, Takaaki Hori, Jonathan Le Roux

* 10 pages, 5 figures and 2 tables 

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Reconstruction Regularized Deep Metric Learning for Multi-label Image Classification


Jul 27, 2020
Changsheng Li, Chong Liu, Lixin Duan, Peng Gao, Kai Zheng

* Accepted by IEEE TNNLS 

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Contrastive Visual-Linguistic Pretraining


Jul 26, 2020
Lei Shi, Kai Shuang, Shijie Geng, Peng Su, Zhengkai Jiang, Peng Gao, Zuohui Fu, Gerard de Melo, Sen Su


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Gradient Regularized Contrastive Learning for Continual Domain Adaptation


Jul 25, 2020
Peng Su, Shixiang Tang, Peng Gao, Di Qiu, Ni Zhao, Xiaogang Wang


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Spatio-Temporal Scene Graphs for Video Dialog


Jul 08, 2020
Shijie Geng, Peng Gao, Chiori Hori, Jonathan Le Roux, Anoop Cherian


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