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Deriving Explanation of Deep Visual Saliency Models

Sep 08, 2021
Sai Phani Kumar Malladi, Jayanta Mukhopadhyay, Chaker Larabi, Santanu Chaudhury

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Understanding Character Recognition using Visual Explanations Derived from the Human Visual System and Deep Networks

Aug 29, 2021
Chetan Ralekar, Shubham Choudhary, Tapan Kumar Gandhi, Santanu Chaudhury

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Multi-Task Driven Explainable Diagnosis of COVID-19 using Chest X-ray Images

Aug 03, 2020
Aakarsh Malhotra, Surbhi Mittal, Puspita Majumdar, Saheb Chhabra, Kartik Thakral, Mayank Vatsa, Richa Singh, Santanu Chaudhury, Ashwin Pudrod, Anjali Agrawal

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Compressive sensing based privacy for fall detection

Jan 10, 2020
Ronak Gupta, Prashant Anand, Santanu Chaudhury, Brejesh Lall, Sanjay Singh

* accepted in NCVPRIPG 2019 

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DSAL-GAN: Denoising based Saliency Prediction with Generative Adversarial Networks

Apr 02, 2019
Prerana Mukherjee, Manoj Sharma, Megh Makwana, Ajay Pratap Singh, Avinash Upadhyay, Akkshita Trivedi, Brejesh Lall, Santanu Chaudhury

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NEMGAN: Noise Engineered Mode-matching GAN

Nov 08, 2018
Deepak Mishra, Prathosh AP, Aravind J, Prashant Pandey, Santanu Chaudhury

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Locate, Segment and Match: A Pipeline for Object Matching and Registration

May 01, 2018
Deepak Mishra, Rajeev Ranjan, Santanu Chaudhury, Mukul Sarkar, Arvinder Singh Soin

* 8 pages, 4 figures 

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Unsupervised Despeckling

Jan 10, 2018
Deepak Mishra, Santanu Chaudhury, Mukul Sarkar, Arvinder Singh Soin

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Drought Stress Classification using 3D Plant Models

Oct 18, 2017
Siddharth Srivastava, Swati Bhugra, Brejesh Lall, Santanu Chaudhury

* Appears in Workshop on Computer Vision Problems in Plant Phenotyping (CVPPP), International Conference on Computer Vision (ICCV) 2017 

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A Data and Model-Parallel, Distributed and Scalable Framework for Training of Deep Networks in Apache Spark

Aug 19, 2017
Disha Shrivastava, Santanu Chaudhury, Dr. Jayadeva

* 12 pages 

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Ranking academic institutions on potential paper acceptance in upcoming conferences

Oct 10, 2016
Jobin Wilson, Ram Mohan, Muhammad Arif, Santanu Chaudhury, Brejesh Lall

* KDD 2016, KDD Cup 2016, Appeared in the KDD Cup Workshop 2016, 

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A Novel Hybrid CNN-AIS Visual Pattern Recognition Engine

Mar 11, 2015
Vandna Bhalla, Santanu Chaudhury, Arihant Jain

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A hypothesize-and-verify framework for Text Recognition using Deep Recurrent Neural Networks

Feb 26, 2015
Anupama Ray, Sai Rajeswar, Santanu Chaudhury

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Real World Applications of Machine Learning Techniques over Large Mobile Subscriber Datasets

Feb 08, 2015
Jobin Wilson, Chitharanj Kachappilly, Rakesh Mohan, Prateek Kapadia, Arun Soman, Santanu Chaudhury

* SE4ML: Software Engineering for Machine Learning (NIPS 2014 Workshop) 

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Improving Collaborative Filtering based Recommenders using Topic Modelling

Feb 25, 2014
Jobin Wilson, Santanu Chaudhury, Brejesh Lall, Prateek Kapadia

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