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Kris Sankaran

Department of Statistics, University of Wisconsin - Madison

Spatial Transcriptomics Dimensionality Reduction using Wavelet Bases


May 19, 2022
Zhuoyan Xu, Kris Sankaran

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Sampling Strategy for Fine-Tuning Segmentation Models to Crisis Area under Scarcity of Data


Feb 09, 2022
Adrianna Janik, Kris Sankaran

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Discovering Concepts in Learned Representations using Statistical Inference and Interactive Visualization


Feb 09, 2022
Adrianna Janik, Kris Sankaran

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* KDD'19, Workshop Explainable AI/ML (XAI) for Accountability, Fairness, and Transparency, August 04-08, 2019, Anchorage, AK, USA 

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Source data selection for out-of-domain generalization


Feb 04, 2022
Xinran Miao, Kris Sankaran

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* 18 pages, 16 figures 

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Interactive Visualization and Representation Analysis Applied to Glacier Segmentation


Dec 11, 2021
Minxing Zheng, Xinran Miao, Kris Sankaran

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* 14 pages, 10 figures 

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Interpretability of a Deep Learning Model in the Application of Cardiac MRI Segmentation with an ACDC Challenge Dataset


Mar 15, 2021
Adrianna Janik, Jonathan Dodd, Georgiana Ifrim, Kris Sankaran, Kathleen Curran

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Machine Learning for Glacier Monitoring in the Hindu Kush Himalaya


Dec 09, 2020
Shimaa Baraka, Benjamin Akera, Bibek Aryal, Tenzing Sherpa, Finu Shresta, Anthony Ortiz, Kris Sankaran, Juan Lavista Ferres, Mir Matin, Yoshua Bengio

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* Accepted for a spotlight talk and a poster at the Tackling Climate Change with Machine Learning workshop at NeurIPS 2020 

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HighRes-net: Recursive Fusion for Multi-Frame Super-Resolution of Satellite Imagery


Feb 15, 2020
Michel Deudon, Alfredo Kalaitzis, Israel Goytom, Md Rifat Arefin, Zhichao Lin, Kris Sankaran, Vincent Michalski, Samira E. Kahou, Julien Cornebise, Yoshua Bengio

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* 15 pages, 5 figures 

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Nanoscale Microscopy Images Colourisation Using Neural Networks


Dec 17, 2019
Israel Goytom, Qin Wang, Tianxiang Yu, Kris Sankaran, Dongdong Lin

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* 27 pages, 6 figures 

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Applying Knowledge Transfer for Water Body Segmentation in Peru


Dec 02, 2019
Jessenia Gonzalez, Debjani Bhowmick, Cesar Beltran, Kris Sankaran, Yoshua Bengio

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* 5 pages, 3 figures, 1 table, NeurIPS 2019 Workshop on Machine Learning for the Developing World 

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