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Hierarchical Proxy-based Loss for Deep Metric Learning

Mar 25, 2021
Zhibo Yang, Muhammet Bastan, Xinliang Zhu, Doug Gray, Dimitris Samaras

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Topology-Aware Segmentation Using Discrete Morse Theory

Mar 18, 2021
Xiaoling Hu, Yusu Wang, Li Fuxin, Dimitris Samaras, Chao Chen

* 19 pages, 11 figures 

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Physics-based Shadow Image Decomposition for Shadow Removal

Dec 23, 2020
Hieu Le, Dimitris Samaras

* arXiv admin note: substantial text overlap with arXiv:1908.08628, arXiv:2008.00267 

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FaceDet3D: Facial Expressions with 3D Geometric Detail Prediction

Dec 23, 2020
ShahRukh Athar, Albert Pumarola, Francesc Moreno-Noguer, Dimitris Samaras

* Fixed errors in acknowledgements 

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Localization in the Crowd with Topological Constraints

Dec 23, 2020
Shahira Abousamra, Minh Hoai, Dimitris Samaras, Chao Chen

* AAAI 2021 

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Modeling Deep Learning Based Privacy Attacks on Physical Mail

Dec 22, 2020
Bingyao Huang, Ruyi Lian, Dimitris Samaras, Haibin Ling

* Source code: 

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Intrinsic Decomposition of Document Images In-the-Wild

Nov 29, 2020
Sagnik Das, Hassan Ahmed Sial, Ke Ma, Ramon Baldrich, Maria Vanrell, Dimitris Samaras

* This a modified version of the BMVC 2020 accepted manuscript 

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Distribution Matching for Crowd Counting

Oct 25, 2020
Boyu Wang, Huidong Liu, Dimitris Samaras, Minh Hoai

* NeurIPS 2020 

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Learning Clusterable Visual Features for Zero-Shot Recognition

Oct 14, 2020
Jingyi Xu, Zhixin Shu, Dimitris Samaras

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Variational Transfer Learning for Fine-grained Few-shot Visual Recognition

Oct 12, 2020
Jingyi Xu, Mingzhen Huang, ShahRukh Athar, Dimitris Samaras

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A Study of Human Gaze Behavior During Visual Crowd Counting

Sep 27, 2020
Raji Annadi, Yupei Chen, Viresh Ranjan, Dimitris Samaras, Gregory Zelinsky, Minh Hoai

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Light Direction and Color Estimation from Single Image with Deep Regression

Sep 18, 2020
Hassan A. Sial, Ramon Baldrich, Maria Vanrell, Dimitris Samaras

* Conference: London Imaging Meeting 2020 

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From Shadow Segmentation to Shadow Removal

Aug 01, 2020
Hieu Le, Dimitris Samaras

* Accepted at ECCV 2020. All code, trained models, and data are available (soon) at: https://www3.cs.stonybrook. edu/~cvl/projects/FSS2SR/index.html 

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Predicting Goal-directed Human Attention Using Inverse Reinforcement Learning

Jun 25, 2020
Zhibo Yang, Lihan Huang, Yupei Chen, Zijun Wei, Seoyoung Ahn, Gregory Zelinsky, Dimitris Samaras, Minh Hoai

* 16 pages, 13 figures, CVPR 2020 

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Towards Better Opioid Antagonists Using Deep Reinforcement Learning

Mar 26, 2020
Jianyuan Deng, Zhibo Yang, Yao Li, Dimitris Samaras, Fusheng Wang

* 10 pages, 7 figures 

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Dataset of Segmented Nuclei in Hematoxylin and Eosin Stained Histopathology Images of 10 Cancer Types

Feb 18, 2020
Le Hou, Rajarsi Gupta, John S. Van Arnam, Yuwei Zhang, Kaustubh Sivalenka, Dimitris Samaras, Tahsin M. Kurc, Joel H. Saltz

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Self-supervised Deformation Modeling for Facial Expression Editing

Nov 05, 2019
ShahRukh Athar, Zhixin Shu, Dimitris Samaras

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Exascale Deep Learning to Accelerate Cancer Research

Sep 26, 2019
Robert M. Patton, J. Travis Johnston, Steven R. Young, Catherine D. Schuman, Thomas E. Potok, Derek C. Rose, Seung-Hwan Lim, Junghoon Chae, Le Hou, Shahira Abousamra, Dimitris Samaras, Joel Saltz

* Submitted to IEEE Big Data 

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Shadow Removal via Shadow Image Decomposition

Aug 23, 2019
Hieu Le, Dimitris Samaras

* ICCV 19 Poster. Higher resolution version is available in the project homepage: 

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Learning from Thresholds: Fully Automated Classification of Tumor Infiltrating Lymphocytes for Multiple Cancer Types

Jul 09, 2019
Shahira Abousamra, Le Hou, Rajarsi Gupta, Chao Chen, Dimitris Samaras, Tahsin Kurc, Rebecca Batiste, Tianhao Zhao, Shroyer Kenneth, Joel Saltz

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Topology-Preserving Deep Image Segmentation

Jun 12, 2019
Xiaoling Hu, Li Fuxin, Dimitris Samaras, Chao Chen

* 11 pages, 7 figures 

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Utilizing Automated Breast Cancer Detection to Identify Spatial Distributions of Tumor Infiltrating Lymphocytes in Invasive Breast Cancer

May 29, 2019
Han Le, Rajarsi Gupta, Le Hou, Shahira Abousamra, Danielle Fassler, Tahsin Kurc, Dimitris Samaras, Rebecca Batiste, Tianhao Zhao, Alison L. Van Dyke, Ashish Sharma, Erich Bremer, Jonas S. Almeida, Joel Saltz

* Nature Scientific Reports Submission 

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Weakly Labeling the Antarctic: The Penguin Colony Case

May 19, 2019
Hieu Le, Bento Gonçalves, Dimitris Samaras, Heather Lynch

* CVPR19 - CV4GC workshop 

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