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Unsupervised Domain Adaptation in Person re-ID via k-Reciprocal Clustering and Large-Scale Heterogeneous Environment Synthesis


Jan 14, 2020
Devinder Kumar, Parthipan Siva, Paul Marchwica, Alexander Wong


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Fairest of Them All: Establishing a Strong Baseline for Cross-Domain Person ReID


Jul 28, 2019
Devinder Kumar, Parthipan Siva, Paul Marchwica, Alexander Wong


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Beyond Explainability: Leveraging Interpretability for Improved Adversarial Learning


Apr 21, 2019
Devinder Kumar, Ibrahim Ben-Daya, Kanav Vats, Jeffery Feng, Graham Taylor and, Alexander Wong

* CVPR 2019 XAI Workshop accepted 

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SISC: End-to-end Interpretable Discovery Radiomics-Driven Lung Cancer Prediction via Stacked Interpretable Sequencing Cells


Jan 15, 2019
Vignesh Sankar, Devinder Kumar, David A. Clausi, Graham W. Taylor, Alexander Wong

* First two authors have equal contribution 

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Understanding Anatomy Classification Through Attentive Response Maps


Feb 07, 2018
Devinder Kumar, Vlado Menkovski, Graham W. Taylor, Alexander Wong

* Accepted at ISBI, 2018 

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Discovery Radiomics with CLEAR-DR: Interpretable Computer Aided Diagnosis of Diabetic Retinopathy


Oct 29, 2017
Devinder Kumar, Graham W. Taylor, Alexander Wong


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Opening the Black Box of Financial AI with CLEAR-Trade: A CLass-Enhanced Attentive Response Approach for Explaining and Visualizing Deep Learning-Driven Stock Market Prediction


Sep 05, 2017
Devinder Kumar, Graham W Taylor, Alexander Wong


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Explaining the Unexplained: A CLass-Enhanced Attentive Response (CLEAR) Approach to Understanding Deep Neural Networks


May 18, 2017
Devinder Kumar, Alexander Wong, Graham W. Taylor

* Accepted at Computer Vision and Patter Recognition Workshop (CVPR-W) on Explainable Computer Vision, 2017 

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Discovery Radiomics for Pathologically-Proven Computed Tomography Lung Cancer Prediction


Mar 28, 2017
Devinder Kumar, Mohammad Javad Shafiee, Audrey G. Chung, Farzad Khalvati, Masoom A. Haider, Alexander Wong

* 8 pages 

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Discovery Radiomics via StochasticNet Sequencers for Cancer Detection


Nov 11, 2015
Mohammad Javad Shafiee, Audrey G. Chung, Devinder Kumar, Farzad Khalvati, Masoom Haider, Alexander Wong

* 3 pages 

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