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Near-Infrared Depth-Independent Image Dehazing using Haar Wavelets


Mar 26, 2022
Sumit Laha, Ankit Sharma, Shengnan Hu, Hassan Foroosh

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* 2020 25th International Conference on Pattern Recognition (ICPR) (2021) 5384-5390 
* Accepted in 25th International Conference on Pattern Recognition (ICPR 2020) 

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Towards Consistent Predictive Confidence through Fitted Ensembles


Jun 22, 2021
Navid Kardan, Ankit Sharma, Kenneth O. Stanley

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* IJCNN 2021 

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Parallelized Instantaneous Velocity and Heading Estimation of Objects using Single Imaging Radar


Dec 23, 2020
Nihal Singh, Dibakar Sil, Ankit Sharma

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* 6 pages, 6 figures, 2 tables. This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Hi-CI: Deep Causal Inference in High Dimensions


Aug 22, 2020
Ankit Sharma, Garima Gupta, Ranjitha Prasad, Arnab Chatterjee, Lovekesh Vig, Gautam Shroff

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* 23 pages, 5 figures, Accepted in Causal Discovery Workshop - KDD 2020 

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CCA: Exploring the Possibility of Contextual Camouflage Attack on Object Detection


Aug 19, 2020
Shengnan Hu, Yang Zhang, Sumit Laha, Ankit Sharma, Hassan Foroosh

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MultiMBNN: Matched and Balanced Causal Inference with Neural Networks


Apr 29, 2020
Ankit Sharma, Garima Gupta, Ranjitha Prasad, Arnab Chatterjee, Lovekesh Vig, Gautam Shroff

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* 6 journal pages; to be published in ESANN 2020 

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MetaCI: Meta-Learning for Causal Inference in a Heterogeneous Population


Dec 09, 2019
Ankit Sharma, Garima Gupta, Ranjitha Prasad, Arnab Chatterjee, Lovekesh Vig, Gautam Shroff

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* 10 pages, NeurIPS 2019 CausalML workshop 

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Slim-CNN: A Light-Weight CNN for Face Attribute Prediction


Jul 03, 2019
Ankit Sharma, Hassan Foroosh

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Algorithms and Improved bounds for online learning under finite hypothesis class


Mar 24, 2019
Ankit Sharma, Late C. A. Murthy

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* 17 pages, 2 figures, 9 tables 

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