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Spectral Response Function Guided Deep Optimization-driven Network for Spectral Super-resolution

Nov 19, 2020
Jiang He, Jie Li, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang


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Generative and Discriminative Learning for Distorted Image Restoration

Nov 12, 2020
Yi Gu, Yuting Gao, Jie Li, Chentao Wu, Weijia Jia


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A Framework of Randomized Selection Based Certified Defenses Against Data Poisoning Attacks

Oct 13, 2020
Ruoxin Chen, Jie Li, Chentao Wu, Bin Sheng, Ping Li


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Interpretable Detail-Fidelity Attention Network for Single Image Super-Resolution

Sep 28, 2020
Yuanfei Huang, Jie Li, Xinbo Gao, Yanting Hu, Wen Lu

* 14 pages, submitted to IEEE Transactions, codes are available at https://github.com/YuanfeiHuang/DeFiAN 

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A Density-Aware PointRCNN for 3D Objection Detection in Point Clouds

Sep 11, 2020
Jie Li, Yu Hu


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Extending Label Smoothing Regularization with Self-Knowledge Distillation

Sep 11, 2020
Ji-Yue Wang, Pei Zhang, Wen-feng Pang, Jie Li


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A Light-Weight Object Detection Framework with FPA Module for Optical Remote Sensing Imagery

Sep 07, 2020
Xi Gu, Lingbin Kong, Zhicheng Wang, Jie Li, Zhaohui Yu, Gang Wei


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PillarFlow: End-to-end Birds-eye-view Flow Estimation for Autonomous Driving

Aug 29, 2020
Kuan-Hui Lee, Matthew Kliemann, Adrien Gaidon, Jie Li, Chao Fang, Sudeep Pillai, Wolfram Burgard

* Accepted by IROS 2020 

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Align Deep Features for Oriented Object Detection

Aug 21, 2020
Jiaming Han, Jian Ding, Jie Li, Gui-Song Xia


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End-to-end Birds-eye-view Flow Estimation for Autonomous Driving

Aug 03, 2020
Kuan-Hui Lee, Matthew Kliemann, Adrien Gaidon, Jie Li, Chao Fang, Sudeep Pillai, Wolfram Burgard

* Accepted by IROS 2020 

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Ternary Policy Iteration Algorithm for Nonlinear Robust Control

Jul 14, 2020
Jie Li, Shengbo Eben Li, Yang Guan, Jingliang Duan, Wenyu Li, Yuming Yin


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Balanced Symmetric Cross Entropy for Large Scale Imbalanced and Noisy Data

Jul 03, 2020
Feifei Huang, Jie Li, Xuelin Zhu


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Weakly Supervised Temporal Action Localization with Segment-Level Labels

Jul 03, 2020
Xinpeng Ding, Nannan Wang, Xinbo Gao, Jie Li, Xiaoyu Wang, Tongliang Liu

* 18 pages,7 figures 

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Collaborative Boundary-aware Context Encoding Networks for Error Map Prediction

Jun 25, 2020
Zhenxi Zhang, Chunna Tian, Jie Li, Zhusi Zhong, Zhicheng Jiao, Xinbo Gao


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Multi-Margin based Decorrelation Learning for Heterogeneous Face Recognition

May 25, 2020
Bing Cao, Nannan Wang, Xinbo Gao, Jie Li, Zhifeng Li

* IJCAI 2019 

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Projection & Probability-Driven Black-Box Attack

May 08, 2020
Jie Li, Rongrong Ji, Hong Liu, Jianzhuang Liu, Bineng Zhong, Cheng Deng, Qi Tian

* CVPR2020 

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Anisotropic Convolutional Networks for 3D Semantic Scene Completion

Apr 05, 2020
Jie Li, Kai Han, Peng Wang, Yu Liu, Xia Yuan


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A Big Data Enabled Channel Model for 5G Wireless Communication Systems

Feb 28, 2020
Jie Huang, Cheng-Xiang Wang, Lu Bai, Jian Sun, Yang Yang, Jie Li, Olav Tirkkonen, Ming-Tuo Zhou


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Semantically-Guided Representation Learning for Self-Supervised Monocular Depth

Feb 27, 2020
Vitor Guizilini, Rui Hou, Jie Li, Rares Ambrus, Adrien Gaidon

* Proceedings of the Eighth International Conference on Learning Representations (ICLR 2020) 

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3D Gated Recurrent Fusion for Semantic Scene Completion

Feb 17, 2020
Yu Liu, Jie Li, Qingsen Yan, Xia Yuan, Chunxia Zhao, Ian Reid, Cesar Cadena

* 13 pages 

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Facial Attribute Capsules for Noise Face Super Resolution

Feb 16, 2020
Jingwei Xin, Nannan Wang, Xinrui Jiang, Jie Li, Xinbo Gao, Zhifeng Li

* To appear in AAAI 2020 

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Video Face Super-Resolution with Motion-Adaptive Feedback Cell

Feb 15, 2020
Jingwei Xin, Nannan Wang, Jie Li, Xinbo Gao, Zhifeng Li

* To appear in AAAI 2020 

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Image Fine-grained Inpainting

Feb 07, 2020
Zheng Hui, Jie Li, Xiumei Wang, Xinbo Gao


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Depth Based Semantic Scene Completion with Position Importance Aware Loss

Jan 30, 2020
Yu Liu, Jie Li, Xia Yuan, Chunxia Zhao, Roland Siegwart, Ian Reid, Cesar Cadena

* ICRA2020 In Conjuction With RAL 

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Probabilistic 3D Multi-Object Tracking for Autonomous Driving

Jan 16, 2020
Hsu-kuang Chiu, Antonio Prioletti, Jie Li, Jeannette Bohg


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Speaker-aware speech-transformer

Jan 02, 2020
Zhiyun Fan, Jie Li, Shiyu Zhou, Bo Xu


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Direct and indirect reinforcement learning

Dec 23, 2019
Yang Guan, Shengbo Eben Li, Jingliang Duan, Jie Li, Yangang Ren, Bo Cheng


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Mission Oriented Miniature Fixed-wing UAV Swarms: A Multi-layered and Distributed Architecture

Dec 13, 2019
Zhihong Liu, Xiangke Wang, Lincheng Shen, Shulong Zhao, Yirui Cong, Jie Li, Dong Yin, Shengde Jia, Xiaojia Xiang


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