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Multi-Modal Model Predictive Control through Batch Non-Holonomic Trajectory Optimization: Application to Highway Driving

Sep 21, 2021
Vivek K. Adajania, Aditya Sharma, Anish Gupta, Houman Masnavi, K Madhava Krishna, Arun K. Singh

* Submitted to IEEE Robotics and Automation Letters (RA-L) 

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Multilevel profiling of situation and dialogue-based deep networks for movie genre classification using movie trailers

Sep 14, 2021
Dinesh Kumar Vishwakarma, Mayank Jindal, Ayush Mittal, Aditya Sharma

* 21 pages, 7 figures 

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"Who can help me?": Knowledge Infused Matching of Support Seekers and Support Providers during COVID-19 on Reddit

May 12, 2021
Manas Gaur, Kaushik Roy, Aditya Sharma, Biplav Srivastava, Amit Sheth

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Explainable Knowledge Tracing Models for Big Data: Is Ensembling an Answer?

Nov 10, 2020
Tirth Shah, Lukas Olson, Aditya Sharma, Nirmal Patel

* 5 pages, 1 figure 

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Tweets Sentiment Analysis via Word Embeddings and Machine Learning Techniques

Jul 05, 2020
Aditya Sharma, Alex Daniels

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PopSGD: Decentralized Stochastic Gradient Descent in the Population Model

Oct 27, 2019
Giorgi Nadiradze, Amirmojtaba Sabour, Aditya Sharma, Ilia Markov, Vitaly Aksenov, Dan Alistarh

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Learning to Decode 7T-like MR Image Reconstruction from 3T MR Images

Jun 18, 2018
Aditya Sharma, Prabhjot Kaur, Aditya Nigam, Arnav Bhavsar

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The Incredible Shrinking Neural Network: New Perspectives on Learning Representations Through The Lens of Pruning

Nov 25, 2017
Aditya Sharma, Nikolas Wolfe, Bhiksha Raj

* 30 pages, 36 figures, submission to ICLR 2017 

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