Pulkit Sharma

According to our database, Pulkit Sharma authored at least 40 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Conv-CapsNet: capsule based network for COVID-19 detection through X-Ray scans.

Pulkit Sharma, Rhythm Arya, Richa Verma, Bindu Verma

Multim. Tools Appl., July, 2023

2022

Dynamic Neural Graphs Based Federated Reptile for Semi-Supervised Multi-Tasking in Healthcare Applications.

Anshul Thakur, Pulkit Sharma, David A. Clifton

IEEE J. Biomed. Health Informatics, 2022

Data Pre-Processing Using Neural Processes for Modeling Personalized Vital-Sign Time-Series Data.

Pulkit Sharma, Farah E. Shamout, Vinayak Abrol, David A. Clifton

IEEE J. Biomed. Health Informatics, 2022

Does Geometric Structure in Convolutional Filter Space Provide Filter Redundancy Information?

Anshul Thakur, Vinayak Abrol, Pulkit Sharma

Proceedings of the NeurIPS Workshop on Symmetry and Geometry in Neural Representations, 2022

2021

Improving Generative Modelling in VAEs Using Multimodal Prior.

Vinayak Abrol, Pulkit Sharma, Arijit Patra

IEEE Trans. Multim., 2021

Neural network and NLP based chatbot for answering COVID-19 queries.

Vishal Tiwari, Lokesh Kumar Verma, Pulkit Sharma, Rachna Jain, Preeti Nagrath

Int. J. Intell. Eng. Informatics, 2021

2020

Deep Interpretable Early Warning System for the Detection of Clinical Deterioration.

Farah E. Shamout, Tingting Zhu, Pulkit Sharma, Peter J. Watkinson, David A. Clifton

IEEE J. Biomed. Health Informatics, 2020

Learning Hierarchy Aware Embedding From Raw Audio for Acoustic Scene Classification.

Vinayak Abrol, Pulkit Sharma

IEEE ACM Trans. Audio Speech Lang. Process., 2020

A Geometric Approach to Archetypal Analysis via Sparse Projections.

Vinayak Abrol, Pulkit Sharma

Proceedings of the 37th International Conference on Machine Learning, 2020

Evaluating Tree Explanation Methods for Anomaly Reasoning: A Case Study of SHAP TreeExplainer and TreeInterpreter.

Pulkit Sharma, Shezan Rohinton Mirzan, Apurva Bhandari, Anish Pimpley, Abhiram Eswaran, Soundar Srinivasan, Liqun Shao

Proceedings of the Advances in Conceptual Modeling, 2020

2019

Preserving Patient Privacy while Training a Predictive Model of In-hospital Mortality.

Pulkit Sharma, Farah E. Shamout, David A. Clifton

CoRR, 2019

CONV-codes: Audio Hashing for Bird Species Classification.

Anshul Thakur, Pulkit Sharma, Vinayak Abrol, Padmanabhan Rajan

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Reducing footprint of unit selection based text-to-speech system using compressed sensing and sparse representation.

Pulkit Sharma, Vinayak Abrol, Nivedita, Anil Kumar Sao

Comput. Speech Lang., 2018

Sparse coding based features for speech units classification.

Pulkit Sharma, Vinayak Abrol, Aroor Dinesh Dileep, Anil Kumar Sao

Comput. Speech Lang., 2018

Water quality information dissemination at real-time in South Africa using language modelling.

Laing Lourens, Arijit Patra, Luqmaan Hassim, Faheem Sima, Avashlin Moodley, Pulkit Sharma

CoRR, 2018

Deep Convex Representations: Feature Representations for Bioacoustics Classification.

Anshul Thakur, Vinayak Abrol, Pulkit Sharma, Padmanabhan Rajan

Proceedings of the Interspeech 2018, 2018

ASe: Acoustic Scene Embedding Using Deep Archetypal Analysis and GMM.

Pulkit Sharma, Vinayak Abrol, Anshul Thakur

Proceedings of the Interspeech 2018, 2018

Compressed Convex Spectral Embedding for Bird Species Classification.

Anshul Thakur, Vinayak Abrol, Pulkit Sharma, Padmanabhan Rajan

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Deep-Sparse-Representation-Based Features for Speech Recognition.

Pulkit Sharma, Vinayak Abrol, Anil Kumar Sao

IEEE ACM Trans. Audio Speech Lang. Process., 2017

Rényi entropy based mutual information for semi-supervised bird vocalization segmentation.

Anshul Thakur, Vinayak Abrol, Pulkit Sharma, Padmanabhan Rajan

Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017

Fast exemplar selection algorithm for matrix approximation and representation: A variant oASIS algorithm.

Vinayak Abrol, Pulkit Sharma, Anil Kumar Sao

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Class specific GMM based sparse feature for speech units classification.

Pulkit Sharma, Vinayak Abrol, Aroor Dinesh Dileep, Anil Kumar Sao

Proceedings of the 25th European Signal Processing Conference, 2017

Archetypal analysis based sparse convex sequence kernel for bird activity detection.

Vinayak Abrol, Pulkit Sharma, Anshul Thakur, Padmanabhan Rajan, Aroor Dinesh Dileep, Anil Kumar Sao

Proceedings of the 25th European Signal Processing Conference, 2017

2016

Greedy double sparse dictionary learning for sparse representation of speech signals.

Vinayak Abrol, Pulkit Sharma, Anil Kumar Sao

Speech Commun., 2016

Greedy dictionary learning for kernel sparse representation based classifier.

Vinayak Abrol, Pulkit Sharma, Anil Kumar Sao

Pattern Recognit. Lett., 2016

Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16).

Vinayak Abrol, Olivier Absil, Pierre-Antoine Absil, Sandrine Anthoine, Philippe Antoine, Thomas Arildsen, Nancy Bertin, Folkert Bleichrodt, Jérôme Bobin, Anne Bol, Antoine Bonnefoy, Francesco Caltagirone, Valerio Cambareri, Cecile Chenot, Vladimir S. Crnojevic, Marie Danková, Kévin Degraux, Jens Eisert, Mohamed-Jalal Fadili, Marylou Gabrié, Nicolas Gac, Daniele Giacobello, Carlos A. Gomez Gonzalez, Adriana Gonzalez, Pierre-Yves Gousenbourger, Mads Græsbøll Christensen, Rémi Gribonval, Stéphanie Guérit, Shaoguang Huang, Paul Irofti, Laurent Jacques, Ulugbek S. Kamilov, Srdan Kitic, Martin Kliesch, Florent Krzakala, John A. Lee, Wenzhi Liao, Tobias Lindstrøm Jensen, Andre Manoel, Hassan Mansour, Ali Mohammad-Djafari, Amirafshar Moshtaghpour, Fred Maurice Ngolè Mboula, Benoît Pairet, Marko Panic, Gabriel Peyré, Aleksandra Pizurica, Pavel Rajmic, Matthieu Roblin, Ingo Roth, Anil Kumar Sao, Pulkit Sharma, Jean-Luc Starck, Eric W. Tramel, Toon van Waterschoot, Dejan Vukobratovic, Li Wang, Benedikt Wirth, Gerhard Wunder, Hongyan Zhang

CoRR, 2016

Modeling and yield estimation of SRAM sub-system for different capacities subjected to parametric variations.

Pulkit Sharma, Anil Kumar Gundu, Mohammad S. Hashmi

Proceedings of the 20th International Symposium on VLSI Design and Test, 2016

Quantification of figures of merit of 7T and 8T SRAM cells in subthreshold region and their comparison with the conventional 6T SRAM cell.

Pulkit Sharma, R. Anusha, K. Bharath, Jasmine Kaur Gulati, Preet K. Walia, Sumit Jagdish Darak

Proceedings of the 20th International Symposium on VLSI Design and Test, 2016

A novel design of a Dual Functionality Read-Write driver for SRAM.

Pulkit Sharma, Mohammad S. Hashmi

Proceedings of the 29th IEEE International System-on-Chip Conference, 2016

Fast and robust FMRI unmixing using hierarchical dictionary learning.

Vinayak Abrol, Pulkit Sharma, Shahrooz Faghih Roohi, Anil Kumar Sao, Ashraf A. Kassim

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Speech emotion recognition using kernel sparse representation based classifier.

Pulkit Sharma, Vinayak Abrol, Abhijeet Sachdev, Aroor Dinesh Dileep

Proceedings of the 24th European Signal Processing Conference, 2016

Making sense of randomness: Fast signal recovery from compressive samples.

Vinayak Abrol, Pulkit Sharma, Anil Kumar Sao

Proceedings of the 24th European Signal Processing Conference, 2016

2015

Voiced/nonvoiced detection in compressively sensed speech signals.

Vinayak Abrol, Pulkit Sharma, Anil Kumar Sao

Speech Commun., 2015

Making sense of randomness: an approach for fast recovery of compressively sensed signals.

Vinayak Abrol, Pulkit Sharma, Anil Kumar Sao

CoRR, 2015

Supervised speech enhancement using compressed sensing.

Pulkit Sharma, Vinayak Abrol, Anil Kumar Sao

Proceedings of the Twenty First National Conference on Communications, 2015

Compressed sensing for unit selection based speech synthesis.

Pulkit Sharma, Vinayak Abrol, Anil Kumar Sao

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Radio model for sector coded transmission protocol.

Vinayak Abrol, Pulkit Sharma

Proceedings of the Eleventh International Conference on Wireless and Optical Communications Networks, 2014

2013

Individual vs cooperative spectrum sensing for Cognitive Radio Networks.

Pulkit Sharma, Vinayak Abrol

Proceedings of the Tenth International Conference on Wireless and Optical Communications Networks, 2013

Optimized cluster head selection & rotation for cooperative spectrum sensing in Cognitive Radio Networks.

Pulkit Sharma, Vinayak Abrol

Proceedings of the Tenth International Conference on Wireless and Optical Communications Networks, 2013

Speech enhancement using compressed sensing.

Vinayak Abrol, Pulkit Sharma, Anil Kumar Sao

Proceedings of the INTERSPEECH 2013, 2013