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Spatio-Temporal Representation Factorization for Video-based Person Re-Identification


Aug 15, 2021
Abhishek Aich, Meng Zheng, Srikrishna Karanam, Terrence Chen, Amit K. Roy-Chowdhury, Ziyan Wu

* Accepted at IEEE ICCV 2021, Includes Supplementary Material 

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Learning Local Recurrent Models for Human Mesh Recovery


Jul 27, 2021
Runze Li, Srikrishna Karanam, Ren Li, Terrence Chen, Bir Bhanu, Ziyan Wu

* 10 pages, 6 figures, 2 tables 

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Everybody Is Unique: Towards Unbiased Human Mesh Recovery


Jul 13, 2021
Ren Li, Meng Zheng, Srikrishna Karanam, Terrence Chen, Ziyan Wu

* 10 pages, 5 figures, 4 tables 

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A Peek Into the Reasoning of Neural Networks: Interpreting with Structural Visual Concepts


May 01, 2021
Yunhao Ge, Yao Xiao, Zhi Xu, Meng Zheng, Srikrishna Karanam, Terrence Chen, Laurent Itti, Ziyan Wu

* CVPR 2021 

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Towards Visually Explaining Similarity Models


Aug 13, 2020
Meng Zheng, Srikrishna Karanam, Terrence Chen, Richard J. Radke, Ziyan Wu

* 14 pages, 6 figures, 3 tables 

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Review of Artificial Intelligence Techniques in Imaging Data Acquisition, Segmentation and Diagnosis for COVID-19


Apr 07, 2020
Feng Shi, Jun Wang, Jun Shi, Ziyan Wu, Qian Wang, Zhenyu Tang, Kelei He, Yinghuan Shi, Dinggang Shen

* Added journal submission info 

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Hierarchical Kinematic Human Mesh Recovery


Mar 09, 2020
Georgios Georgakis, Ren Li, Srikrishna Karanam, Terrence Chen, Jana Kosecka, Ziyan Wu

* 17 pages, 8 figures, 4 tables 

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Towards Visually Explaining Variational Autoencoders


Nov 18, 2019
Wenqian Liu, Runze Li, Meng Zheng, Srikrishna Karanam, Ziyan Wu, Bir Bhanu, Richard J. Radke, Octavia Camps

* 10 pages, 8 figures, 3 tables 

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Towards Robust RGB-D Human Mesh Recovery


Nov 18, 2019
Ren Li, Changjiang Cai, Georgios Georgakis, Srikrishna Karanam, Terrence Chen, Ziyan Wu

* 10 pages, 4 figures, 4 tables 

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Learning Similarity Attention


Nov 18, 2019
Meng Zheng, Srikrishna Karanam, Terrence Chen, Richard J. Radke, Ziyan Wu

* 10 pages, 7 figures, 4 tables 

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Counterfactual Visual Explanations


Apr 16, 2019
Yash Goyal, Ziyan Wu, Jan Ernst, Dhruv Batra, Devi Parikh, Stefan Lee


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Incremental Scene Synthesis


Dec 11, 2018
Benjamin Planche, Xuejian Rong, Ziyan Wu, Srikrishna Karanam, Harald Kosch, YingLi Tian, Andreas Hutter, Jan Ernst


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Multi-View Egocentric Video Summarization


Dec 01, 2018
Mohamed Elfeki, Aidean Sharghi, Srikrishna Karanam, Ziyan Wu, Ali Borji


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Matching RGB Images to CAD Models for Object Pose Estimation


Nov 28, 2018
Georgios Georgakis, Srikrishna Karanam, Ziyan Wu, Jana Kosecka


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Re-Identification with Consistent Attentive Siamese Networks


Nov 23, 2018
Meng Zheng, Srikrishna Karanam, Ziyan Wu, Richard J. Radke

* 10 pages, 8 figures, 3 tables 

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Learning without Memorizing


Nov 20, 2018
Prithviraj Dhar, Rajat Vikram Singh, Kuan-Chuan Peng, Ziyan Wu, Rama Chellappa


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Reducing Visual Confusion with Discriminative Attention


Nov 19, 2018
Lezi Wang, Ziyan Wu, Srikrishna Karanam, Kuan-Chuan Peng, Rajat Vikram Singh

* 10 pages, 8 figures, 6 tables 

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Seeing Beyond Appearance - Mapping Real Images into Geometrical Domains for Unsupervised CAD-based Recognition


Oct 09, 2018
Benjamin Planche, Sergey Zakharov, Ziyan Wu, Andreas Hutter, Harald Kosch, Slobodan Ilic

* paper + supplementary material; previous work: "Keep it Unreal: Bridging the Realism Gap for 2.5D Recognition with Geometry Priors Only" 

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Zero-Shot Deep Domain Adaptation


Jul 24, 2018
Kuan-Chuan Peng, Ziyan Wu, Jan Ernst

* This paper is accepted to the European Conference on Computer Vision (ECCV), 2018 

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Keep it Unreal: Bridging the Realism Gap for 2.5D Recognition with Geometry Priors Only


May 24, 2018
Sergey Zakharov, Benjamin Planche, Ziyan Wu, Andreas Hutter, Harald Kosch, Slobodan Ilic

* 10 pages + supplemetary material + references. The first two authors contributed equally to this work 

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End-to-end learning of keypoint detector and descriptor for pose invariant 3D matching


May 09, 2018
Georgios Georgakis, Srikrishna Karanam, Ziyan Wu, Jan Ernst, Jana Kosecka

* 9 pages, 9 figures, 3 tables, CVPR 2018 

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Learning Compositional Visual Concepts with Mutual Consistency


Mar 28, 2018
Yunye Gong, Srikrishna Karanam, Ziyan Wu, Kuan-Chuan Peng, Jan Ernst, Peter C. Doerschuk

* 10 pages, 8 figures, 4 tables, CVPR 2018 

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Tell Me Where to Look: Guided Attention Inference Network


Feb 27, 2018
Kunpeng Li, Ziyan Wu, Kuan-Chuan Peng, Jan Ernst, Yun Fu

* Accepted in CVPR2018 

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A Systematic Evaluation and Benchmark for Person Re-Identification: Features, Metrics, and Datasets


Feb 14, 2018
Srikrishna Karanam, Mengran Gou, Ziyan Wu, Angels Rates-Borras, Octavia Camps, Richard J. Radke

* Preliminary work on person Re-Id benchmark. S. Karanam and M. Gou contributed equally. 14 pages, 6 figures, 4 tables. For supplementary material, see http://robustsystems.coe.neu.edu/sites/robustsystems.coe.neu.edu/files/systems/supmat/ReID_benchmark_supp.zip 

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DepthSynth: Real-Time Realistic Synthetic Data Generation from CAD Models for 2.5D Recognition


Nov 28, 2017
Benjamin Planche, Ziyan Wu, Kai Ma, Shanhui Sun, Stefan Kluckner, Terrence Chen, Andreas Hutter, Sergey Zakharov, Harald Kosch, Jan Ernst

* International Conference on 3D Vision 2017 

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