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Alternating Direction Method of Multipliers for Quantization

Sep 08, 2020
Tianjian Huang, Prajwal Singhania, Maziar Sanjabi, Pabitra Mitra, Meisam Razaviyayn


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Unsupervised Pre-trained, Texture Aware And Lightweight Model for Deep Learning-Based Iris Recognition Under Limited Annotated Data

Feb 20, 2020
Manashi Chakraborty, Mayukh Roy, Prabir Kumar Biswas, Pabitra Mitra

* Under review at ICIP2020 

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ExTra: Transfer-guided Exploration

Jun 27, 2019
Anirban Santara, Rishabh Madan, Balaraman Ravindran, Pabitra Mitra

* Under review at NeurIPS 2019 

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PUNCH: Positive UNlabelled Classification based information retrieval in Hyperspectral images

Apr 09, 2019
Anirban Santara, Jayeeta Datta, Sourav Sarkar, Ankur Garg, Kirti Padia, Pabitra Mitra

* 9 pages, under review at ACMMM-2019 

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Segmentation of Lumen and External Elastic Laminae in Intravascular Ultrasound Images using Ultrasonic Backscattering Physics Initialized Multiscale Random Walks

Jan 21, 2019
Debarghya China, Pabitra Mitra, Debdoot Sheet

* ICVGIP MedImage 2016 

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SUMNet: Fully Convolutional Model for Fast Segmentation of Anatomical Structures in Ultrasound Volumes

Jan 21, 2019
Sumanth Nandamuri, Debarghya China, Pabitra Mitra, Debdoot Sheet

* Accepted in ISBI 2019 

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UltraCompression: Framework for High Density Compression of Ultrasound Volumes using Physics Modeling Deep Neural Networks

Jan 17, 2019
Debarghya China, Francis Tom, Sumanth Nandamuri, Aupendu Kar, Mukundhan Srinivasan, Pabitra Mitra, Debdoot Sheet

* To appear in the Proceedings of the 2019 IEEE International Symposium on Biomedical Imaging (ISBI 2019); First three authors contributed equally 

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Visual Attention for Behavioral Cloning in Autonomous Driving

Dec 05, 2018
Sourav Pal, Tharun Mohandoss, Pabitra Mitra

* Paper Accepted at ICMV (2018) 

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Improving Consistency and Correctness of Sequence Inpainting using Semantically Guided Generative Adversarial Network

Nov 17, 2017
Avisek Lahiri, Arnav Jain, Prabir Kumar Biswas, Pabitra Mitra


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Recurrent Memory Addressing for describing videos

Mar 23, 2017
Arnav Kumar Jain, Abhinav Agarwalla, Kumar Krishna Agrawal, Pabitra Mitra


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Visualization Regularizers for Neural Network based Image Recognition

Jan 03, 2017
Biswajit Paria, Vikas Reddy, Anirban Santara, Pabitra Mitra


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BASS Net: Band-Adaptive Spectral-Spatial Feature Learning Neural Network for Hyperspectral Image Classification

Dec 02, 2016
Anirban Santara, Kaustubh Mani, Pranoot Hatwar, Ankit Singh, Ankur Garg, Kirti Padia, Pabitra Mitra

* 8 pages, 10 figures, Submitted to IEEE TGRS, Code available at: https://github.com/kaustubh0mani/BASS-Net 

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WEPSAM: Weakly Pre-Learnt Saliency Model

May 03, 2016
Avisek Lahiri, Sourya Roy, Anirban Santara, Pabitra Mitra, Prabir Kumar Biswas


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Visual saliency detection: a Kalman filter based approach

Apr 17, 2016
Sourya Roy, Pabitra Mitra


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Ensemble of Deep Convolutional Neural Networks for Learning to Detect Retinal Vessels in Fundus Images

Mar 15, 2016
Debapriya Maji, Anirban Santara, Pabitra Mitra, Debdoot Sheet


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Faster learning of deep stacked autoencoders on multi-core systems using synchronized layer-wise pre-training

Mar 09, 2016
Anirban Santara, Debapriya Maji, DP Tejas, Pabitra Mitra, Arobinda Gupta


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A dense subgraph based algorithm for compact salient image region detection

Dec 19, 2015
Souradeep Chakraborty, Pabitra Mitra

* 33 pages, 18 figures, Single column manuscript pre-print, Accepted at Computer Vision and Image Understanding, Elsevier 

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Trapezoidal Fuzzy Numbers for the Transportation Problem

Jul 07, 2013
Arindam Chaudhuri, Kajal De, Dipak Chatterjee, Pabitra Mitra

* International Journal of Intelligent Computing and Applications, Volume 1, Number 2, 2009 

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