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Lyra: A Benchmark for Turducken-Style Code Generation


Aug 27, 2021
Qingyuan Liang, Zeyu Sun, Qihao Zhu, Wenjie Zhang, Lian Yu, Yingfei Xiong, Lu Zhang

* 9 pages, 4 figures 

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EPSILON: An Efficient Planning System for Automated Vehicles in Highly Interactive Environments


Aug 18, 2021
Wenchao Ding, Lu Zhang, Jing Chen, Shaojie Shen

* Accepted by the IEEE Transactions on Robotics (T-RO) 

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Medical-VLBERT: Medical Visual Language BERT for COVID-19 CT Report Generation With Alternate Learning


Aug 18, 2021
Guangyi Liu, Yinghong Liao, Fuyu Wang, Bin Zhang, Lu Zhang, Xiaodan Liang, Xiang Wan, Shaolin Li, Zhen Li, Shuixing Zhang, Shuguang Cui

* Accepted by IEEE Transactions on Neural Networks and Learning Systems 

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Pathfinder: Parallel quasi-Newton variational inference


Aug 11, 2021
Lu Zhang, Bob Carpenter, Andrew Gelman, Aki Vehtari

* 44 pages, 28 figures 

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ASOD60K: Audio-Induced Salient Object Detection in Panoramic Videos


Jul 24, 2021
Yi Zhang, Fang-Yi Chao, Ge-Peng Ji, Deng-Ping Fan, Lu Zhang, Ling Shao

* 22 pages, 17 figures, 7 tables (Project Page: https://github.com/PanoAsh/ASOD60K

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Multi-Task Audio Source Separation


Jul 14, 2021
Lu Zhang, Chenxing Li, Feng Deng, Xiaorui Wang


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Hepatocellular Carcinoma Segmentation fromDigital Subtraction Angiography Videos usingLearnable Temporal Difference


Jul 09, 2021
Wenting Jiang, Yicheng Jiang, Lu Zhang, Changmiao Wang, Xiaoguang Han, Shuixing Zhang, Xiang Wan, Shuguang Cui


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Incorporating Multi-Target in Multi-Stage Speech Enhancement Model for Better Generalization


Jul 09, 2021
Lu Zhang, Mingjiang Wang, Andong Li, Zehua Zhang, Xuyi Zhuang

* Submitted to APSIPA-ASC 2021 

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Glance and Gaze: A Collaborative Learning Framework for Single-channel Speech Enhancement


Jun 22, 2021
Andong Li, Chengshi Zheng, Lu Zhang, Xiaodong Li


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Learning to Inference with Early Exit in the Progressive Speech Enhancement


Jun 22, 2021
Andong Li, Chengshi Zheng, Lu Zhang, Xiaodong Li

* Accepted by EUSIPCO2021 

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Deep Interaction between Masking and Mapping Targets for Single-Channel Speech Enhancement


Jun 09, 2021
Lu Zhang, Mingjiang Wang, Zehua Zhang, Xuyi Zhuang


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SHD360: A Benchmark Dataset for Salient Human Detection in 360° Videos


Jun 04, 2021
Yi Zhang, Lu Zhang, Jing Zhang, Kang Wang, Wassim Hamidouche, Olivier Deforges

* 5 pages 

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Learning Synergistic Attention for Light Field Salient Object Detection


May 16, 2021
Yi Zhang, Geng Chen, Qian Chen, Yujia Sun, Olivier Deforges, Wassim Hamidouche, Lu Zhang

* 14 pages, 12 figures 

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CMA-Net: A Cascaded Mutual Attention Network for Light Field Salient Object Detection


May 07, 2021
Yi Zhang, Lu Zhang, Wassim Hamidouche, Olivier Deforges

* 5 pages, 4 figures, 2 tables 

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Conditional Coding for Flexible Learned Video Compression


Apr 28, 2021
Théo Ladune, Pierrick Philippe, Wassim Hamidouche, Lu Zhang, Olivier Déforges

* Neural Compression Workshop @ ICLR 2021 

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Conditional Coding and Variable Bitrate for Practical Learned Video Coding


Apr 20, 2021
Théo Ladune, Pierrick Philippe, Wassim Hamidouche, Lu Zhang, Olivier Déforges

* CLIC workshop, CVPR 2021, Jun 2021, Nashville, United States 

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Dynamic Labeling for Unlabeled Graph Neural Networks


Feb 23, 2021
Zeyu Sun, Wenjie Zhang, Lili Mou, Qihao Zhu, Yingfei Xiong, Lu Zhang


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Representing Alzheimer's Disease Progression via Deep Prototype Tree


Feb 13, 2021
Lu Zhang, Li Wang, Dajiang Zhu

* Submitted to Information Processing in Medical Imaging (IPMI) 2021 

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MCMH: Learning Multi-Chain Multi-Hop Rules for Knowledge Graph Reasoning


Oct 05, 2020
Lu Zhang, Mo Yu, Tian Gao, Yue Yu

* Accepted Findings of EMNLP2020 

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OCoR: An Overlapping-Aware Code Retriever


Aug 20, 2020
Qihao Zhu, Zeyu Sun, Xiran Liang, Yingfei Xiong, Lu Zhang

* ASE 2020: 35th IEEE/ACM International Conference on Automated Software Engineering Proceedings 

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Optical Flow and Mode Selection for Learning-based Video Coding


Aug 06, 2020
Théo Ladune, Pierrick Philippe, Wassim Hamidouche, Lu Zhang, Olivier Déforges

* MMSP 2020, IEEE 22nd International Workshop on Multimedia Signal Processing, Sep 2020, Tampere, Finland 

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ModeNet: Mode Selection Network For Learned Video Coding


Jul 06, 2020
Théo Ladune, Pierrick Philippe, Wassim Hamidouche, Lu Zhang, Olivier Déforges

* Machine Learning for Signal Processing (MLSP) 2020, Sep 2020, Espoo, Finland 

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Semantic-driven Colorization


Jun 18, 2020
Man M. Ho, Lu Zhang, Alexander Raake, Jinjia Zhou

* This work is available at https://minhmanho.github.io/semantic-driven_colorization/ 

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