Siddharth Singh

According to our database, Siddharth Singh authored at least 62 papers between 2004 and 2024.

Collaborative distances:

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

2024

A multilingual, multimodal dataset of aggression and bias: the ComMA dataset.

Ritesh Kumar, Shyam Ratan, Siddharth Singh, Enakshi Nandi, Laishram Niranjana Devi, Akash Bhagat, Yogesh Dawer, Bornini Lahiri, Akanksha Bansal

Lang. Resour. Evaluation, June, 2024

Genre Effect Toward Developing a Multi-Modal Movie Recommendation System in Indian Setting.

Prabir Mondal, Pulkit Kapoor, Siddharth Singh, Sriparna Saha, Jyoti Prakash Singh, Amit Kumar Singh

IEEE Trans. Consumer Electron., February, 2024

Semantic Search Evaluation.

Chujie Zheng, Jeffrey Wang, Shuqian Albee Zhang, Anand Kishore, Siddharth Singh

CoRR, 2024

Lie Theory Based Optimization for Unified State Planning of Mobile Manipulators.

William Smith, Siddharth Singh, Julia Rudy, Yuxiang Guan

CoRR, 2024

Collaborative motion planning for multi-manipulator systems through Reinforcement Learning and Dynamic Movement Primitives.

Siddharth Singh, Tian Xu, Qing Chang

CoRR, 2024

Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs.

Abhimanyu Hans, Yuxin Wen, Neel Jain, John Kirchenbauer, Hamid Kazemi, Prajwal Singhania, Siddharth Singh, Gowthami Somepalli, Jonas Geiping, Abhinav Bhatele, Tom Goldstein

CoRR, 2024

Loki: Low-Rank Keys for Efficient Sparse Attention.

Prajwal Singhania, Siddharth Singh, Shwai He, Soheil Feizi, Abhinav Bhatele

CoRR, 2024

Efficacy of Large Language Models in Predicting Hindi Movies' Attributes: A Comprehensive Survey and Content-Based Analysis.

Prabir Mondal, Siddharth Singh, Kushum, Sriparna Saha, Jyoti Prakash Singh, Brijraj Singh, Niranjan Pedanekar

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Democratizing AI: Open-source Scalable LLM Training on GPU-based Supercomputers.

Siddharth Singh, Prajwal Singhania, Aditya Ranjan, John Kirchenbauer, Jonas Geiping, Yuxin Wen, Neel Jain, Abhimanyu Hans, Manli Shu, Aditya Tomar, Tom Goldstein, Abhinav Bhatele

Proceedings of the International Conference for High Performance Computing, 2024

Physical Layer Design of a 5G NR Base Station.

Jeeva Keshav S, K. B. S. D. Sai Praneeth, K. B. S. M. D. S. Sai Prasanth, Rohit Singh, S. R. Santhosh Kumar, Raj Surya, Siva P, Carlton D'silva, Palle Bharath, Hari Prakash, Lakshman S, Raviteja Devara, Parthiban, Aravind Gundlapalle, Siddharth Singh, Aswathylakshmi P., Prabha V, Kalyani Bhukya, Nirubana Jayapal, Jyotirmay Saini, Singiresu Yogesh, Akash KR, Dhupam Naveen, Radha Krishna Ganti, Rohit Budhiraja

Proceedings of the National Conference on Communications, 2024

BLIPS: Bluetooth locator for an Indoor Positioning System in Realtime.

Shyama Sastha Krishnamoorthy Srinivasan, Siddharth Singh, Pushpendra Singh, Mohan Kumar

Proceedings of the 7th ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies, 2024

Demo of LiFE: A web app for collection, management and annotation of linguistic data.

Siddharth Singh, Shyam Ratan, Neerav Mathur, Ritesh Kumar

Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD), 2024

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

Ritesh Kumar, Ojaswee Bhalla, Madhu Vanthi, Shehlat Maknoon Wani, Siddharth Singh

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

A Multistage Framework for Autonomous Robotic Mapping with Targeted Metrics.

William Smith, Yongming Qin, Siddharth Singh, Hudson Burke, Tomonari Furukawa, Gamini Dissanayake

Robotics, April, 2023

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

Siddharth Singh, Zachary Sating, Abhinav Bhatele

CoRR, 2023

Communication-minimizing Asynchronous Tensor Parallelism.

Siddharth Singh, Zack Sating, Abhinav Bhatele

CoRR, 2023

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

Siddharth Singh, Olatunji Ruwase, Ammar Ahmad Awan, Samyam Rajbhandari, Yuxiong He, Abhinav Bhatele

CoRR, 2023

A Framework for Realistic Simulation of Daily Human Activity.

Ifrah Idrees, Siddharth Singh, Kerui Xu, Dylan F. Glas

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.

Siddharth Singh, Abhinav Bhatele

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.

Prabir Mondal, Pulkit Kapoor, Siddharth Singh, Sriparna Saha, Jyoti Prakash Singh, Naoyuki Onoe

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.

Siddharth Singh, Michael Durand, Edward Kim, Jinmei Pan, Do Hyuk Kang, Ana P. Barros

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

A Hybrid Tensor-Expert-Data Parallelism Approach to Optimize Mixture-of-Experts Training.

Siddharth Singh, Olatunji Ruwase, Ammar Ahmad Awan, Samyam Rajbhandari, Yuxiong He, Abhinav Bhatele

Proceedings of the 37th International Conference on Supercomputing, 2023

Impulsion of Movie's Content-Based Factors in Multi-modal Movie Recommendation System.

Prabir Mondal, Pulkit Kapoor, Siddharth Singh, Sriparna Saha, Naoyuki Onoe, Brijraj Singh

Proceedings of the Neural Information Processing - 30th International Conference, 2023

2022

PySchedCL: Leveraging Concurrency in Heterogeneous Data-Parallel Systems.

Anirban Ghose, Siddharth Singh, Vivek Kulaharia, Lokesh Dokara, Srijeeta Maity, Soumyajit Dey

IEEE Trans. Computers, 2022

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

Ritesh Kumar, Siddharth Singh, Shyam Ratan, Mohit Raj, Sonal Sinha, Bornini Lahiri, Vivek Seshadri, Kalika Bali, Atul Kr. Ojha

CoRR, 2022

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

Guy Emerson, Natalie Schluter, Gabriel Stanovsky, Ritesh Kumar, Alexis Palmer, Nathan Schneider, Siddharth Singh, Shyam Ratan

Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

Vision-based Fall Detection in Aircraft Maintenance Environment with Pose Estimation.

Adeyemi Osigbesan, Solene Barrat, Harkeerat Singh, Dongzi Xia, Siddharth Singh, Yang Xing, Weisi Guo, Antonios Tsourdos

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.

Ritesh Kumar, Shyam Ratan, Siddharth Singh, Enakshi Nandi, Laishram Niranjana Devi, Akash Bhagat, Yogesh Dawer, Bornini Lahiri, Akanksha Bansal, Atul Kr. Ojha

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

AxoNN: An asynchronous, message-driven parallel framework for extreme-scale deep learning.

Siddharth Singh, Abhinav Bhatele

Proceedings of the 2022 IEEE International Parallel and Distributed Processing Symposium, 2022

Learning to Map for Active Semantic Goal Navigation.

Georgios Georgakis, Bernadette Bucher, Karl Schmeckpeper, Siddharth Singh, Kostas Daniilidis

Proceedings of the Tenth International Conference on Learning Representations, 2022

Status-quo Policy Gradient in Multi-Agent Reinforcement Learning.

Pinkesh Badjatiya, Mausoom Sarkar, Nikaash Puri, Jayakumar Subramanian, Abhishek Sinha, Siddharth Singh, Balaji Krishnamurthy

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.

Ritesh Kumar, Enakshi Nandi, Laishram Niranjana Devi, Shyam Ratan, Siddharth Singh, Akash Bhagat, Yogesh Dawer

CoRR, 2021

How to Train Your Neural Network: A Comparative Evaluation.

Shu-Huai Lin, Daniel Nichols, Siddharth Singh, Abhinav Bhatele

CoRR, 2021

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

Siddharth Singh, Abhinav Bhatele

CoRR, 2021

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

Brandon Leung, Siddharth Singh, Arik Horodniceanu

CoRR, 2021

Demo of the Linguistic Field Data Management and Analysis System - LiFE.

Siddharth Singh, Ritesh Kumar, Shyam Ratan, Sonal Sinha

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.

Shyam Ratan, Sonal Sinha, Siddharth Singh

Proceedings of the Working Notes of FIRE 2021, 2021

2020

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

Pinkesh Badjatiya, Mausoom Sarkar, Abhishek Sinha, Siddharth Singh, Nikaash Puri, Balaji Krishnamurthy

CoRR, 2020

SPIHT-based multiple image watermarking in NSCT domain.

Chandan Kumar, Amit Kumar Singh, Pardeep Kumar, Rajiv Singh, Siddharth Singh

Concurr. Comput. Pract. Exp., 2020

Developing a Multilingual Annotated Corpus of Misogyny and Aggression.

Shiladitya Bhattacharya, Siddharth Singh, Ritesh Kumar, Akanksha Bansal, Akash Bhagat, Yogesh Dawer, Bornini Lahiri, Atul Kr. Ojha

Proceedings of the Second Workshop on Trolling, Aggression and Cyberbullying, 2020

2019

RoboNet: Large-Scale Multi-Robot Learning.

Sudeep Dasari, Frederik Ebert, Stephen Tian, Suraj Nair, Bernadette Bucher, Karl Schmeckpeper, Siddharth Singh, Sergey Levine, Chelsea Finn

Proceedings of the 3rd Annual Conference on Robot Learning, 2019

Stance Detection in Web and Social Media: A Comparative Study.

Shalmoli Ghosh, Prajwal Singhania, Siddharth Singh, Koustav Rudra, Saptarshi Ghosh

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2019

Analysis of Encryption and Lossless Compression Techniques for Secure Data Transmission.

Siddharth Singh, Raaghavv Devgon

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.

Tsung-Ting Kuo, Jina Huh, Jihoon Kim, Robert E. El-Kareh, Siddharth Singh, Stephanie Feudjio Feupe, Vincent Kuri, Gordon Lin, Michele E. Day, Lucila Ohno-Machado, Chun-Nan Hsu

CoRR, 2018

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

Adarsh Modh, Siddharth Singh, A. V. S. Sai Bhargav Kumar, Sriram N. N., K. Madhava Krishna

CoRR, 2018

Worth its Weight in Likes: Towards Detecting Fake Likes on Instagram.

Indira Sen, Anupama Aggarwal, Shiven Mian, Siddharth Singh, Ponnurangam Kumaraguru, Anwitaman Datta

Proceedings of the 10th ACM Conference on Web Science, 2018

The Effectiveness of a two-Layer Neural Network for Recommendations.

Oleg Rybakov, Vijai Mohan, Avishkar Misra, Scott LeGrand, Rejith Joseph, Kiuk Chung, Siddharth Singh, Qian You, Eric T. Nalisnick, Leo Dirac, Runfei Luo

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

Hybrid semi-blind image watermarking in redundant wavelet domain.

Siddharth Singh, Vivek Singh Rathore, Rajiv Singh, Manoj Kumar Singh

Multim. Tools Appl., 2017

Hybrid NSCT domain multiple watermarking for medical images.

Siddharth Singh, Vivek Singh Rathore, Rajiv Singh

Multim. Tools Appl., 2017

An Empirical Analysis of Facebook's Free Basics.

Siddharth Singh, Vedant Nanda, Rijurekha Sen, Sohaib Ahmad, Satadal Sengupta, Amreesh Phokeer, Zaid Ahmed Farooq, Taslim Arefin Khan, Ponnurangam Kumaraguru, Ihsan Ayyub Qazi, David R. Choffnes, Krishna P. Gummadi

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.

Siddharth Singh, Vedant Nanda, Rijurekha Sen, Satadal Sengupta, Ponnurangam Kumaraguru, Krishna P. Gummadi

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.

Siddharth Singh, Paulina Paul, Chun-Nan Hsu, Lucila Ohno-Machado

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.

Aranya Goswamy, Sagar Kumashi, Vikash Sehwag, Siddharth Singh, Manny Jain, Kaushik Roy, Mrigank Sharad

CoRR, 2015

Singular Value Decomposition Based Image Steganography Using Integer Wavelet Transform.

Siddharth Singh, Rajiv Singh, Tanveer J. Siddiqui

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.

Ramesh Kumar Mishra, Siddharth Singh

Cogn. Process., 2014

2013

Robust Image Data Hiding Technique for Copyright Protection.

Siddharth Singh, Tanveer J. Siddiqui

Int. J. Inf. Secur. Priv., 2013

2007

SVM-BetaPred: Prediction of Right-Handed ß-Helix Fold from Protein Sequence Using SVM.

Siddharth Singh, Krishnan Hajela, Ashwini Kumar Ramani

Proceedings of the Pattern Recognition in Bioinformatics, 2007

RßHpred: Prediction of Right-Handed ß-Helix Fold from Protein Sequence Using SVM and Protein Threading.

Siddharth Singh, Krishnan Hajela, Ashwini Kumar Ramani

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.

Aditya Bansal, Mesut Meterelliyoz, Siddharth Singh, Jung Hwan Choi, Jayathi Murthy, Kaushik Roy

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.

Siddharth Singh, Adrian David Cheok, Guo Loong Ng, Farzam Farbiz

Proceedings of the Interaction Design and Children, 2004

Augmented reality post-it system.

Siddharth Singh, Adrian David Cheok, Guo Loong Ng, Farzam Farbiz

Proceedings of the 2004 ACM SIGCHI International Conference on Advances in Computer Entertainment Technology, 2004

A step towards anywhere gaming.

Siddharth Singh, Adrian David Cheok, Soh Chor Kiong

Proceedings of the 2004 ACM SIGCHI International Conference on Advances in Computer Entertainment Technology, 2004