Ankit Sharma

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Indian Institute Of Technology, Madras

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University of Central Florida

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Tata Consultancy Services

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∙ 03/26/2022

Near-Infrared Depth-Independent Image Dehazing using Haar Wavelets

We propose a fusion algorithm for haze removal that combines color infor...

Sumit Laha, et al. ∙

∙ 06/22/2021

Towards Consistent Predictive Confidence through Fitted Ensembles

Deep neural networks are behind many of the recent successes in machine ...

Navid Kardan, et al. ∙

∙ 09/07/2020

Effect of lockdown interventions to control the COVID-19 epidemic in India

The pandemic caused by the novel Coronavirus SARS-CoV2 has been responsi...

Ankit Sharma, et al. ∙

∙ 08/22/2020

Hi-CI: Deep Causal Inference in High Dimensions

We address the problem of counterfactual regression using causal inferen...

Ankit Sharma, et al. ∙

∙ 08/19/2020

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

Deep neural network based object detection hasbecome the cornerstone of ...

Shengnan Hu, et al. ∙

∙ 07/11/2020

Fast Griffin Lim based Waveform Generation Strategy for Text-to-Speech Synthesis

The performance of text-to-speech (TTS) systems heavily depends on spect...

Ankit Sharma, et al. ∙

∙ 04/28/2020

MultiMBNN: Matched and Balanced Causal Inference with Neural Networks

Causal inference (CI) in observational studies has received a lot of att...

Ankit Sharma, et al. ∙

∙ 12/09/2019

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

Performing inference on data obtained through observational studies is b...

Ankit Sharma, et al. ∙

∙ 07/03/2019

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

We introduce a computationally-efficient CNN micro-architecture Slim Mod...

Ankit Sharma, et al. ∙

∙ 03/24/2019

Algorithms and Improved bounds for online learning under finite hypothesis class

Online learning is the process of answering a sequence of questions base...

Ankit Sharma, et al. ∙

∙ 06/19/2017

Leveraging web resources for keyword assignment to short text documents

Assigning relevant keywords to documents is very important for efficient...

Ayush Singhal, et al. ∙

∙ 05/04/2016

A Linearization Technique for Self-Interference Cancellation in Full-Duplex Radios

The fundamental problem in the design of a full-duplex radio is the canc...

Arjun Nadh, et al. ∙