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Rethinking Semantic Segmentation Evaluation for Explainability and Model Selection


Jan 21, 2021
Yuxiang Zhang, Sachin Mehta, Anat Caspi


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Classifying Breast Histopathology Images with a Ductal Instance-Oriented Pipeline


Dec 11, 2020
Beibin Li, Ezgi Mercan, Sachin Mehta, Stevan Knezevich, Corey W. Arnold, Donald L. Weaver, Joann G. Elmore, Linda G. Shapiro

* ICPR 2020. Submitted July 15th, 2020 

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EVRNet: Efficient Video Restoration on Edge Devices


Dec 03, 2020
Sachin Mehta, Amit Kumar, Fitsum Reda, Varun Nasery, Vikram Mulukutla, Rakesh Ranjan, Vikas Chandra

* Technical report 

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MedICaT: A Dataset of Medical Images, Captions, and Textual References


Oct 12, 2020
Sanjay Subramanian, Lucy Lu Wang, Sachin Mehta, Ben Bogin, Madeleine van Zuylen, Sravanthi Parasa, Sameer Singh, Matt Gardner, Hannaneh Hajishirzi

* EMNLP-Findings 2020 

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DeLighT: Very Deep and Light-weight Transformer


Aug 03, 2020
Sachin Mehta, Marjan Ghazvininejad, Srinivasan Iyer, Luke Zettlemoyer, Hannaneh Hajishirzi

* 16 pages including references and appendix 

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HATNet: An End-to-End Holistic Attention Network for Diagnosis of Breast Biopsy Images


Jul 25, 2020
Sachin Mehta, Ximing Lu, Donald Weaver, Joann G. Elmore, Hannaneh Hajishirzi, Linda Shapiro

* 10 pages 

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DeFINE: DEep Factorized INput Word Embeddings for Neural Sequence Modeling


Nov 27, 2019
Sachin Mehta, Rik Koncel-Kedziorski, Mohammad Rastegari, Hannaneh Hajishirzi

* Technical report 

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DiCENet: Dimension-wise Convolutions for Efficient Networks


Jun 08, 2019
Sachin Mehta, Hannaneh Hajishirzi, Mohammad Rastegari

* 11 pages, 8 Figures, 4 Tables 

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A Facial Affect Analysis System for Autism Spectrum Disorder


Apr 07, 2019
Beibin Li, Sachin Mehta, Deepali Aneja, Claire Foster, Pamela Ventola, Frederick Shic, Linda Shapiro

* 5 pages (including 1 page for reference), 3 figures 

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ESPNetv2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural Network


Nov 29, 2018
Sachin Mehta, Mohammad Rastegari, Linda Shapiro, Hannaneh Hajishirzi


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Pyramidal Recurrent Unit for Language Modeling


Aug 27, 2018
Sachin Mehta, Rik Koncel-Kedziorski, Mohammad Rastegari, Hannaneh Hajishirzi

* Accepted as a long paper in EMNLP 2018 

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ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation


Jul 25, 2018
Sachin Mehta, Mohammad Rastegari, Anat Caspi, Linda Shapiro, Hannaneh Hajishirzi

* Accepted at ECCV'18 

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Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images


Jun 04, 2018
Sachin Mehta, Ezgi Mercan, Jamen Bartlett, Donald Weave, Joann G. Elmore, Linda Shapiro

* Accepted for publication at MICCAI'18 

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DeepSolarEye: Power Loss Prediction and Weakly Supervised Soiling Localization via Fully Convolutional Networks for Solar Panels


Mar 18, 2018
Sachin Mehta, Amar P. Azad, Saneem A. Chemmengath, Vikas Raykar, Shivkumar Kalyanaraman

* Accepted for publication at WACV 2018 

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Identifying Most Walkable Direction for Navigation in an Outdoor Environment


Dec 01, 2017
Sachin Mehta, Hannaneh Hajishirzi, Linda Shapiro


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Learning to Segment Breast Biopsy Whole Slide Images


Oct 10, 2017
Sachin Mehta, Ezgi Mercan, Jamen Bartlett, Donald Weaver, Joann Elmore, Linda Shapiro

* Added more WSI images in appendix 

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Region Graph Based Method for Multi-Object Detection and Tracking using Depth Cameras


Mar 11, 2016
Sachin Mehta, Balakrishnan Prabhakaran

* Accepted in IEEE Winter Conference in Computer Vision (WACV'16) 

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