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CAA : Channelized Axial Attention for Semantic Segmentation

Jan 19, 2021
Ye Huang, Wenjing Jia, Xiangjian He, Liu Liu, Yuxin Li, Dacheng Tao

* Work done in Mid 2020 

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SPINS: Structure Priors aided Inertial Navigation System

Dec 28, 2020
Yang Lyu, Thien-Minh Nguyen, Liu Liu, Muqing Cao, Shenghai Yuan, Thien Hoang Nguyen, Lihua Xie

* 14 pages, 14 figures 

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PlueckerNet: Learn to Register 3D Line Reconstructions

Dec 02, 2020
Liu Liu, Hongdong Li, Haodong Yao, Ruyi Zha

* 12 pages 

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On the Guaranteed Almost Equivalence between Imitation Learning from Observation and Demonstration

Oct 16, 2020
Zhihao Cheng, Liu Liu, Aishan Liu, Hao Sun, Meng Fang, Dacheng Tao


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LoRRaL: Facial Action Unit Detection Based on Local Region Relation Learning

Sep 23, 2020
Ziqiang Shi, Liu Liu, Rujie Liu, Xiaoyu Mi, and Kentaro Murase


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Weak-shot Fine-grained Classification via Similarity Transfer

Sep 19, 2020
Junjie Chen, Li Niu, Liu Liu, Liqing Zhang


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Solving the Blind Perspective-n-Point Problem End-To-End With Robust Differentiable Geometric Optimization

Jul 29, 2020
Dylan Campbell, Liu Liu, Stephen Gould

* Accepted at ECCV 2020 (Oral) 

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Robust Structured Statistical Estimation via Conditional Gradient Type Methods

Jul 07, 2020
Jiacheng Zhuo, Liu Liu, Constantine Caramanis


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Robust compressed sensing of generative models

Jun 18, 2020
Ajil Jalal, Liu Liu, Alexandros G. Dimakis, Constantine Caramanis


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Channel Attention based Iterative Residual Learning for Depth Map Super-Resolution

Jun 02, 2020
Xibin Song, Yuchao Dai, Dingfu Zhou, Liu Liu, Wei Li, Hongdng Li, Ruigang Yang

* accepted by Conference on Computer Vision and Pattern Recognition 2020 

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Computation on Sparse Neural Networks: an Inspiration for Future Hardware

Apr 24, 2020
Fei Sun, Minghai Qin, Tianyun Zhang, Liu Liu, Yen-Kuang Chen, Yuan Xie

* 9 pages, 3 figures 

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Learning 2D-3D Correspondences To Solve The Blind Perspective-n-Point Problem

Mar 15, 2020
Liu Liu, Dylan Campbell, Hongdong Li, Dingfu Zhou, Xibin Song, Ruigang Yang

* A blind-PnP solver 

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Deep Image Harmonization via Domain Verification

Nov 27, 2019
Wenyan Cong, Jianfu Zhang, Li Niu, Liu Liu, Zhixin Ling, Weiyuan Li, Liqing Zhang

* 25 pages with Supplementary Material. arXiv admin note: text overlap with arXiv:1908.10526 

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Encoding Selection for Solving Hamiltonian Cycle Problems with ASP

Sep 18, 2019
Liu Liu, Miroslaw Truszczynski

* EPTCS 306, 2019, pp. 302-308 
* In Proceedings ICLP 2019, arXiv:1909.07646 

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Quantum algorithm for finding the negative curvature direction in non-convex optimization

Sep 17, 2019
Kaining Zhang, Min-Hsiu Hsieh, Liu Liu, Dacheng Tao

* 29 pages, 2 figures 

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NODE: Extreme Low Light Raw Image Denoising using a Noise Decomposition Network

Sep 11, 2019
Hao Guan, Liu Liu, Sean Moran, Fenglong Song, Gregory Slabaugh


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Image Harmonization Datasets: HCOCO, HAdobe5k, HFlickr, and Hday2night

Aug 28, 2019
Wenyan Cong, Jianfu Zhang, Li Niu, Liu Liu, Zhixin Ling, Weiyuan Li, Liqing Zhang


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Optimal Feature Transport for Cross-View Image Geo-Localization

Jul 12, 2019
Yujiao Shi, Xin Yu, Liu Liu, Tong Zhang, Hongdong Li


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Lending Orientation to Neural Networks for Cross-view Geo-localization

Mar 29, 2019
Liu Liu, Hongdong Li

* CVPR2019. Codes and datasets are available at https://github.com/Liumouliu/OriCNN 

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High Dimensional Robust Estimation of Sparse Models via Trimmed Hard Thresholding

Jan 24, 2019
Liu Liu, Tianyang Li, Constantine Caramanis


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Dynamic Sparse Graph for Efficient Deep Learning

Oct 01, 2018
Liu Liu, Lei Deng, Xing Hu, Maohua Zhu, Guoqi Li, Yufei Ding, Yuan Xie


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Stochastic Second-order Methods for Non-convex Optimization with Inexact Hessian and Gradient

Sep 26, 2018
Liu Liu, Xuanqing Liu, Cho-Jui Hsieh, Dacheng Tao


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Stochastically Controlled Stochastic Gradient for the Convex and Non-convex Composition problem

Sep 06, 2018
Liu Liu, Ji Liu, Cho-Jui Hsieh, Dacheng Tao


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Deep Stochastic Attraction and Repulsion Embedding for Image Based Localization

Aug 27, 2018
Liu Liu, Hongdong Li, Yuchao Dai

* This paper got the 3rd place at the Google Landmark Retrieval Challenge at CVPR 2018 

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Stochastic Zeroth-order Optimization via Variance Reduction method

Aug 02, 2018
Liu Liu, Minhao Cheng, Cho-Jui Hsieh, Dacheng Tao


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Person Re-identification Using Visual Attention

Jun 25, 2018
Alireza Rahimpour, Liu Liu, Ali Taalimi, Yang Song, Hairong Qi

* Published at IEEE International Conference on Image Processing 2017 Supplementary material added to the main paper in new version 

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High Dimensional Robust Sparse Regression

May 29, 2018
Liu Liu, Yanyao Shen, Tianyang Li, Constantine Caramanis


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Approximate Newton-based statistical inference using only stochastic gradients

May 23, 2018
Tianyang Li, Anastasios Kyrillidis, Liu Liu, Constantine Caramanis


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Discriminative Cross-View Binary Representation Learning

Apr 04, 2018
Liu Liu, Hairong Qi

* WACV2018 
* Published in WACV2018. Code will be available soon 

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