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Learning a self-supervised tone mapping operator via feature contrast masking loss

Oct 19, 2021
Chao Wang, Bin Chen, Hans-Peter Seidel, Karol Myszkowski, Ana Serrano

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Performance, Successes and Limitations of Deep Learning Semantic Segmentation of Multiple Defects in Transmission Electron Micrographs

Oct 15, 2021
Ryan Jacobs, Mingren Shen, Yuhan Liu, Wei Hao, Xiaoshan Li, Ruoyu He, Jacob RC Greaves, Donglin Wang, Zeming Xie, Zitong Huang, Chao Wang, Kevin G. Field, Dane Morgan

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Towards High-fidelity Singing Voice Conversion with Acoustic Reference and Contrastive Predictive Coding

Oct 10, 2021
Chao Wang, Zhonghao Li, Benlai Tang, Xiang Yin, Yuan Wan, Yibiao Yu, Zejun Ma

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Deep Learning-Based Detection of the Acute Respiratory Distress Syndrome: What Are the Models Learning?

Sep 25, 2021
Gregory B. Rehm, Chao Wang, Irene Cortes-Puch, Chen-Nee Chuah, Jason Adams

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Self-Adaptive Partial Domain Adaptation

Sep 18, 2021
Jian Hu, Hongya Tuo, Shizhao Zhang, Chao Wang, Haowen Zhong, Zhikang Zou, Zhongliang Jing, Henry Leung, Ruping Zou

* 10 pages, 14 figures 

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Towards robust and domain agnostic reinforcement learning competitions

Jun 07, 2021
William Hebgen Guss, Stephanie Milani, Nicholay Topin, Brandon Houghton, Sharada Mohanty, Andrew Melnik, Augustin Harter, Benoit Buschmaas, Bjarne Jaster, Christoph Berganski, Dennis Heitkamp, Marko Henning, Helge Ritter, Chengjie Wu, Xiaotian Hao, Yiming Lu, Hangyu Mao, Yihuan Mao, Chao Wang, Michal Opanowicz, Anssi Kanervisto, Yanick Schraner, Christian Scheller, Xiren Zhou, Lu Liu, Daichi Nishio, Toi Tsuneda, Karolis Ramanauskas, Gabija Juceviciute

* 20 pages, several figures, published PMLR 

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TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance

Jun 01, 2021
Fengbin Zhu, Wenqiang Lei, Youcheng Huang, Chao Wang, Shuo Zhang, Jiancheng Lv, Fuli Feng, Tat-Seng Chua

* Accepted by ACL 2021 

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Convolutions for Spatial Interaction Modeling

Apr 15, 2021
Zhaoen Su, Chao Wang, David Bradley, Carlos Vallespi-Gonzalez, Carl Wellington, Nemanja Djuric

* Supplementary material included 

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Human-Vehicle Cooperation on Prediction-Level: Enhancing Automated Driving with Human Foresight

Apr 14, 2021
Chao Wang, Thomas H. Weisswange, Matti Krueger, Christiane B. Wiebel-Herboth

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A Survey of Orthogonal Moments for Image Representation: Theory, Implementation, and Evaluation

Mar 27, 2021
Shuren Qi, Yushu Zhang, Chao Wang, Jiantao Zhou, Xiaochun Cao

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An Emotion-controlled Dialog Response Generation Model with Dynamic Vocabulary

Mar 04, 2021
Shuangyong Song, Kexin Wang, Chao Wang, Haiqing Chen, Huan Chen

* 4 pages 

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Contrastive Unsupervised Learning for Speech Emotion Recognition

Feb 12, 2021
Mao Li, Bo Yang, Joshua Levy, Andreas Stolcke, Viktor Rozgic, Spyros Matsoukas, Constantinos Papayiannis, Daniel Bone, Chao Wang

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Drug Package Recommendation via Interaction-aware Graph Induction

Feb 06, 2021
Zhi Zheng, Chao Wang, Tong Xu, Dazhong Shen, Penggang Qin, Baoxing Huai, Tongzhu Liu, Enhong Chen

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Multi-Task Self-Supervised Pre-Training for Music Classification

Feb 05, 2021
Ho-Hsiang Wu, Chieh-Chi Kao, Qingming Tang, Ming Sun, Brian McFee, Juan Pablo Bello, Chao Wang

* Copyright 2021 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works 

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Minimizing L1 over L2 norms on the gradient

Jan 04, 2021
Chao Wang, Min Tao, Chen-Nee Chuah, James Nagy, Yifei Lou

* 25 pages 

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Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering

Jan 04, 2021
Fengbin Zhu, Wenqiang Lei, Chao Wang, Jianming Zheng, Soujanya Poria, Tat-Seng Chua

* 20 pages 

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Temporally-Continuous Probabilistic Prediction using Polynomial Trajectory Parameterization

Nov 01, 2020
Zhaoen Su, Chao Wang, Henggang Cui, Nemanja Djuric, Carlos Vallespi-Gonzalez, David Bradley

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NeuroDiff: Scalable Differential Verification of Neural Networks using Fine-Grained Approximation

Sep 21, 2020
Brandon Paulsen, Jingbo Wang, Jiawei Wang, Chao Wang

* Published as a conference paper at ASE 2020 

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Deep Learning Based Equalizer for MIMO-OFDM Systems with Insufficient Cyclic Prefix

Jul 23, 2020
Yan Sun, Chao Wang, Huan Cai, Chunming Zhao, Yiqun Wu, Yan Chen

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DiffRNN: Differential Verification of Recurrent Neural Networks

Jul 20, 2020
Sara Mohammadinejad, Brandon Paulsen, Chao Wang, Jyotirmoy V. Deshmukh

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Limited-angle CT reconstruction via the L1/L2 minimization

May 31, 2020
Chao Wang, Min Tao, James Nagy, Yifei Lou

* 29 pages 

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Bootstrapping Named Entity Recognition in E-Commerce with Positive Unlabeled Learning

May 22, 2020
Hanchu Zhang, Leonhard Hennig, Christoph Alt, Changjian Hu, Yao Meng, Chao Wang

* Accepted at ECNLP 3 (ACL 2020) 

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An Artificial-intelligence/Statistics Solution to Quantify Material Distortion for Thermal Compensation in Additive Manufacturing

May 14, 2020
Chao Wang, Shaofan Li, Danielle Zeng, Xinhai Zhu

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LSHR-Net: a hardware-friendly solution for high-resolution computational imaging using a mixed-weights neural network

Apr 27, 2020
Fangliang Bai, Jinchao Liu, Xiaojuan Liu, Margarita Osadchy, Chao Wang, Stuart J. Gibson

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TCNN: Triple Convolutional Neural Network Models for Retrieval-based Question Answering System in E-commerce

Apr 23, 2020
Shuangyong Song, Chao Wang

* 2 pages 

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MLR: A Two-stage Conversational Query Rewriting Model with Multi-task Learning

Apr 13, 2020
Shuangyong Song, Chao Wang, Qianqian Xie, Xinxing Zu, Huan Chen, Haiqing Chen

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Suphx: Mastering Mahjong with Deep Reinforcement Learning

Apr 01, 2020
Junjie Li, Sotetsu Koyamada, Qiwei Ye, Guoqing Liu, Chao Wang, Ruihan Yang, Li Zhao, Tao Qin, Tie-Yan Liu, Hsiao-Wuen Hon

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