Siddharth Singh

Orcid: 0000-0002-2756-4290

According to our database1, Siddharth Singh authored at least 52 papers between 2004 and 2024.

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Bibliography

2024
HarmPot: An Annotation Framework for Evaluating Offline Harm Potential of Social Media Text.
CoRR, 2024


Demo of LiFE: A web app for collection, management and annotation of linguistic data.
Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD), 2024

2023
A Multistage Framework for Autonomous Robotic Mapping with Targeted Metrics.
Robotics, April, 2023

Jorge: Approximate Preconditioning for GPU-efficient Second-order Optimization.
CoRR, 2023

Communication-minimizing Asynchronous Tensor Parallelism.
CoRR, 2023

A Novel Tensor-Expert Hybrid Parallelism Approach to Scale Mixture-of-Experts Training.
CoRR, 2023

A Framework for Realistic Simulation of Daily Human Activity.
Proceedings of the 32nd IEEE International Conference on Robot and Human Interactive Communication, 2023

Exploiting Sparsity in Pruned Neural Networks to Optimize Large Model Training.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

Task-Specific and Graph Convolutional Network based Multi-modal Movie Recommendation System in Indian Setting.
Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023

A Physical-Statistical Retrieval Framework to Estimate SWE from X and Ku-Band SAR Observations.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

A Hybrid Tensor-Expert-Data Parallelism Approach to Optimize Mixture-of-Experts Training.
Proceedings of the 37th International Conference on Supercomputing, 2023

Impulsion of Movie's Content-Based Factors in Multi-modal Movie Recommendation System.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

2022
PySchedCL: Leveraging Concurrency in Heterogeneous Data-Parallel Systems.
IEEE Trans. Computers, 2022

Annotated Speech Corpus for Low Resource Indian Languages: Awadhi, Bhojpuri, Braj and Magahi.
CoRR, 2022

Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022).
Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

Vision-based Fall Detection in Aircraft Maintenance Environment with Pose Estimation.
Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2022

The ComMA Dataset V0.2: Annotating Aggression and Bias in Multilingual Social Media Discourse.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

AxoNN: An asynchronous, message-driven parallel framework for extreme-scale deep learning.
Proceedings of the 2022 IEEE International Parallel and Distributed Processing Symposium, 2022

Learning to Map for Active Semantic Goal Navigation.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Status-quo Policy Gradient in Multi-Agent Reinforcement Learning.
Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

2021
The ComMA Dataset V0.2: Annotating Aggression and Bias in Multilingual Social Media Discourse.
CoRR, 2021

How to Train Your Neural Network: A Comparative Evaluation.
CoRR, 2021

Myelin: An asynchronous, message-driven parallel framework for extreme-scale deep learning.
CoRR, 2021

Domain Adaptation for Real-World Single View 3D Reconstruction.
CoRR, 2021

Demo of the Linguistic Field Data Management and Analysis System - LiFE.
Proceedings of the 18th International Conference on Natural Language Processing (ICON 2021), National Institute of Technology Silchar, Silchar, India, December 16, 2021

SVM for Hate Speech and Offensive Content Detection.
Proceedings of the Working Notes of FIRE 2021, 2021

2020
Inducing Cooperation in Multi-Agent Games Through Status-Quo Loss.
CoRR, 2020

SPIHT-based multiple image watermarking in NSCT domain.
Concurr. Comput. Pract. Exp., 2020

Developing a Multilingual Annotated Corpus of Misogyny and Aggression.
Proceedings of the Second Workshop on Trolling, Aggression and Cyberbullying, 2020

2019
RoboNet: Large-Scale Multi-Robot Learning.
Proceedings of the 3rd Annual Conference on Robot Learning, 2019

Stance Detection in Web and Social Media: A Comparative Study.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2019

Analysis of Encryption and Lossless Compression Techniques for Secure Data Transmission.
Proceedings of the IEEE 4th International Conference on Computer and Communication Systems, 2019

2018
The Impact of Automatic Pre-annotation in Clinical Note Data Element Extraction - the CLEAN Tool.
CoRR, 2018

Gradient Aware - Shrinking Domain based Control Design for Reactive Planning Frameworks used in Autonomous Vehicles.
CoRR, 2018

Worth its Weight in Likes: Towards Detecting Fake Likes on Instagram.
Proceedings of the 10th ACM Conference on Web Science, 2018

The Effectiveness of a two-Layer Neural Network for Recommendations.
Proceedings of the 6th International Conference on Learning Representations, 2018

2017
Hybrid semi-blind image watermarking in redundant wavelet domain.
Multim. Tools Appl., 2017

Hybrid NSCT domain multiple watermarking for medical images.
Multim. Tools Appl., 2017

An Empirical Analysis of Facebook's Free Basics.
Proceedings of the 2017 ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, Urbana-Champaign, IL, USA, June 05, 2017

Leveraging Facebook's Free Basics Engine for Web Service Deployment in Developing Regions.
Proceedings of the Ninth International Conference on Information and Communication Technologies and Development, 2017

2016
Developing an Electronic Health Record-Based Cohort of Patients with Inflammatory Bowel Diseases for Observational Patient-Centered Outcomes Research.
Proceedings of the AMIA 2016, 2016

2015
Energy Efficient and High Performance Current-Mode Neural Network Circuit using Memristors and Digitally Assisted Analog CMOS Neurons.
CoRR, 2015

Singular Value Decomposition Based Image Steganography Using Integer Wavelet Transform.
Proceedings of the Advances in Signal Processing and Intelligent Recognition Systems, 2015

2014
Activation of shape and semantic information during ambiguous homophone processing: eye tracking evidence from Hindi.
Cogn. Process., 2014

2013
Robust Image Data Hiding Technique for Copyright Protection.
Int. J. Inf. Secur. Priv., 2013

2007
SVM-BetaPred: Prediction of Right-Handed ß-Helix Fold from Protein Sequence Using SVM.
Proceedings of the Pattern Recognition in Bioinformatics, 2007

RßHpred: Prediction of Right-Handed ß-Helix Fold from Protein Sequence Using SVM and Protein Threading.
Proceedings of the Seventh International Conference on Computer and Information Technology (CIT 2007), 2007

2006
Compact thermal models for estimation of temperature-dependent power/performance in FinFET technology.
Proceedings of the 2006 Conference on Asia South Pacific Design Automation: ASP-DAC 2006, 2006

2004
3D augmented reality comic book and notes for children using mobile phones.
Proceedings of the Interaction Design and Children, 2004

Augmented reality post-it system.
Proceedings of the 2004 ACM SIGCHI International Conference on Advances in Computer Entertainment Technology, 2004

A step towards anywhere gaming.
Proceedings of the 2004 ACM SIGCHI International Conference on Advances in Computer Entertainment Technology, 2004


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