Abhishek Singh

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 82

Top Venues

CoRR

Blockchain

IEEE Geosci. Remote. Sens. Lett.

IGARSS

Publications

Vinay Kumar Verma, Dween Rabius Sanny, Abhishek Singh, Deepak Gupta
CoD: Coherent Detection of Entities from Images with Multiple Modalities. WACV (2024)
Andrey Yakymovych, Abhishek Singh
Uncovering Semantics and Topics Utilized by Threat Actors to Deliver Malicious Attachments and URLs. CoRR (2024)
Abhishek Singh, Christian Schulte, Xiaochen Guo
AMC: Access to Miss Correlation Prefetcher for Evolving Graph Analytics. CoRR (2024)
Abhishek Singh, Debdas Ghosh, Qamrul Hasan Ansari
Inexact Newton Method for Solving Generalized Nash Equilibrium Problems. J. Optim. Theory Appl. 201 (3) (2024)
Preeti P, Azeen Riyaz, Alakto Choudhury, Priyanka Ray Choudhury, Nischal Pradhan, Abhishek Singh, Mihir Nakul, Chhavi Dudeja, Abhijeet Yadav, Swarsat Kaushik Nath, Vrinda Khanna, Trapti Sharma, Gayatri Pradhan, Simran Takkar, Kamal Rawal
DNASCANNER v2: A Web-Based Tool to Analyze the Characteristic Properties of Nucleotide Sequences. J. Comput. Biol. 31 (7) (2024)
Nirmal Singhania, Simant Kumar, Surya Teja Tunuguntla, Alok Mathur, Abhishek Singh
Domain2Vec: Identifying User Affinities using Domain Embeddings. COMAD/CODS (2024)
Sai Ashish Somayajula, Youwei Liang, Abhishek Singh, Li Zhang, Pengtao Xie
Generalizable and Stable Finetuning of Pretrained Language Models on Low-Resource Texts. CoRR (2024)
Sai Ashish Somayajula, Youwei Liang, Li Zhang, Abhishek Singh, Pengtao Xie
Generalizable and Stable Finetuning of Pretrained Language Models on Low-Resource Texts. NAACL-HLT (2024)
Abhishek Singh, Sanjoy K. Baruah
Dimensions of fixed-priority aperiodic servers. RTNS (2023)
Abhishek Singh, Venkatapathy Subramanian, Ayush Maheshwari, Pradeep Narayan, Devi Prasad Shetty, Ganesh Ramakrishnan
EIGEN: Expert-Informed Joint Learning Aggregation for High-Fidelity Information Extraction from Document Images. CoRR (2023)
Hesam Shabani, Abhishek Singh, Bishoy Youhana, Xiaochen Guo
HIRAC: A Hierarchical Accelerator with Sorting-based Packing for SpGEMMs in DNN Applications. HPCA (2023)
Abhishek Singh, Lorenzo Bruzzone
WIANet: A Wavelet-Inspired Attention-Based Convolution Neural Network for Land Cover Classification. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Abhishek Singh, Lorenzo Bruzzone
Refining Land-Cover Weak Labels Using a Discrete Wavelet Transform Inspired Deep Adversarial Model. IGARSS (2023)
Sarthak Tyagi, Karmabir Chakraborty, Venkata Ashish Nunna, Abhishek Singh
Finding Beauty Products Chemicals Using Token Identification and Entity Recognition Transformer Model. Intelligent Environments (Workshops) (2023)
Aditya Kumar, Adi Bhardwaj, Abhishek Singh
A Review of Data Security in Cloud Computing. ICCCNT (2023)
Abhishek Singh, Venkatapathy Subramanian, Ayush Maheshwari, Pradeep Narayan, Devi Prasad Shetty, Ganesh Ramakrishnan
Eigen: Expert-Informed Joint Learning Aggregation for High-Fidelity Information Extraction from Document Images. ML4H@NeurIPS (2023)
Alexandros Karargyris, Renato Umeton, Micah J. Sheller, Alejandro Aristizabal, Johnu George, Anna Wuest, Sarthak Pati, Hasan Kassem, Maximilian Zenk, Ujjwal Baid, Prakash Narayana Moorthy, Alexander Chowdhury, Junyi Guo, Sahil S. Nalawade, Jacob Rosenthal, David Kanter, Maria Xenochristou, Daniel J. Beutel, Verena Chung, Timothy Bergquist, James Eddy, Abubakar Abid, Lewis Tunstall, Omar Sanseviero, Dimitrios Dimitriadis, Yiming Qian, Xinxing Xu, Yong Liu, Rick Siow Mong Goh, Srini Bala, Victor Bittorf, Sreekar Reddy Puchala, Biagio Ricciuti, Soujanya Samineni, Eshna Sengupta, Akshay Chaudhari, Cody Coleman, Bala Desinghu, Gregory Diamos, Debo Dutta, Diane Feddema, Grigori Fursin, Xinyuan Huang, Satyananda Kashyap, Nicholas Lane, Indranil Mallick, Pietro Mascagni, Virendra Mehta, Cassiano Ferro Moraes, Vivek Natarajan, Nikola Nikolov, Nicolas Padoy, Gennady Pekhimenko, Vijay Janapa Reddi, G. Anthony Reina, Pablo Ribalta, Abhishek Singh, Jayaraman J. Thiagarajan, Jacob Albrecht, Thomas Wolf, Geralyn Miller, Huazhu Fu, Prashant Shah, Daguang Xu, Poonam Yadav, David Talby, Mark M. Awad, Jeremy P. Howard, Michael Rosenthal, Luigi Marchionni, Massimo Loda, Jason M. Johnson, Spyridon Bakas, Peter Mattson
Federated benchmarking of medical artificial intelligence with MedPerf. Nat. Mac. Intell. 5 (7) (2023)
Vinay Kumar Verma, Dween Rabius Sanny, Shreyas Sunil Kulkarni, Prateek Sircar, Abhishek Singh, Deepak Gupta
SkiLL: Skipping Color and Label Landscape: Self Supervised Design Representations for Products in E-commerce. CVPR Workshops (2023)
Gajendra K. Vishwakarma, Abhishek Singh
Generalized estimator for computation of population mean under neutrosophic ranked set technique: An application to solar energy data. Comput. Appl. Math. 41 (4) (2022)
Abhishek Singh, Lorenzo Bruzzone
SIGAN: Spectral Index Generative Adversarial Network for Data Augmentation in Multispectral Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Abhishek Singh, Lorenzo Bruzzone
Mono- and Dual-Regulated Contractive-Expansive-Contractive Deep Convolutional Networks for Classification of Multispectral Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Abhishek Singh
Team LEGO at SemEval-2022 Task 4: Machine Learning Methods for PCL Detection. SemEval@NAACL (2022)
Juncheng Fang, Farzad Habibi, Kevin Bruhwiler, Fayzah Alshammari, Abhishek Singh, Yinan Zhou, Faisal Nawab
PeloPartition: Improving Blockchain Resilience to Network Partitioning. Blockchain (2022)
Shrishtee Agrawal, Abhishek Singh, Abhishek Tiwari, Anushri Mishra, Abhinandan Tripathi
A Systematic Survey on COVID 19 Detection and Diagnosis by Utilizing Deep Learning Techniques and Modalities of Radiology. IC3 (2022)
Chanchal Suman, Abhishek Singh, Sriparna Saha, Pushpak Bhattacharyya
Development of Multi-task Models for Emotion-Aware Gender Prediction. IJCNN (2022)
Abhishek Singh
Using Integer Programming Techniques in Real-Time Scheduling Analysis. CoRR (2022)
Gajendra K. Vishwakarma, Abhishek Singh
Computing the effect of measurement errors on ranked set sampling estimators of the population mean. Concurr. Comput. Pract. Exp. 34 (27) (2022)
Dharma Shukla, Muthian Sivathanu, Srinidhi Viswanatha, Bhargav S. Gulavani, Rimma Nehme, Amey Agrawal, Chen Chen, Nipun Kwatra, Ramachandran Ramjee, Pankaj Sharma, Atul Katiyar, Vipul Modi, Vaibhav Sharma, Abhishek Singh, Shreshth Singhal, Kaustubh Welankar, Lu Xun, Ravi Anupindi, Karthik Elangovan, Hasibur Rahman, Zhou Lin, Rahul Seetharaman, Cheng Xu, Eddie Ailijiang, Suresh Krishnappa, Mark Russinovich
Singularity: Planet-Scale, Preemptive and Elastic Scheduling of AI Workloads. CoRR (2022)
Abhishek Singh, Lorenzo Bruzzone
Data Augmentation Through Spectrally Controlled Adversarial Networks for Classification of Multispectral Remote Sensing Images. IGARSS (2022)
Kevin Bruhwiler, Fayzah Alshammari, Farzad Habibi, Juncheng Fang, Yinan Zhou, Abhishek Singh, Ahmad Showail, Faisal Nawab
Analyzing Soft and Hard Partitions of Global-Scale Blockchain Systems. Blockchain (2022)
Abhishek Singh, Shail Dave, Pantea Zardoshti, Robert Brotzman, Chao Zhang, Xiaochen Guo, Aviral Shrivastava, Gang Tan, Michael F. Spear
SPX64: A Scratchpad Memory for General-purpose Microprocessors. ACM Trans. Archit. Code Optim. 18 (1) (2021)
Krishnasuri Narayanam, Seep Goel, Abhishek Singh, Yedendra Shrinivasan, Parameswaram Selvam
Blockchain Based Accounts Payable Platform for Goods Trade. IEEE ICBC (2021)
Abhishek Singh, Alok Mathur, Alka Asthana, Juliet Maina, Jade Nester, Sai Sri Sathya, Santanu Bhattacharya, Vidya Phalke
Mobility Data Analysis and Applications: A mid-year 2021 Survey. CoRR (2021)
Krishnasuri Narayanam, Seep Goel, Abhishek Singh, Yedendra Shrinivasan, Parameswaram Selvam
Blockchain Based Accounts Payable Platform for Goods Trade. CoRR (2021)
Shruthi Srinarasi, Reshma Ram, Sanjay Raghavendra, Annapurna P. Patil, S. Rajarajeswari, Manjunath Belgod Lokanath, Rituraj Kabra, Abhishek Singh
A Combination of Enhanced WordNet and BERT for Semantic Textual Similarity. CCRIS (2021)
Abhishek Singh, Rituraj Kabra, Rahul Kumar, Manjunath Belgod Lokanath, Reetika Gupta, Sumit Kumar Shekhar
On-Device System for Device Directed Speech Detection for Improving Human Computer Interaction. IEEE Access 9 (2021)
Mohammed Elbtity, Abhishek Singh, Brendan Reidy, Xiaochen Guo, Ramtin Zand
An In-Memory Analog Computing Co-Processor for Energy-Efficient CNN Inference on Mobile Devices. CoRR (2021)
Mohammed Elbtity, Abhishek Singh, Brendan Reidy, Xiaochen Guo, Ramtin Zand
An In-Memory Analog Computing Co-Processor for Energy-Efficient CNN Inference on Mobile Devices. ISVLSI (2021)
Rekha R. Pai, Abhishek Singh, Deepak D'Souza, Meenakshi D'Souza, Prathibha Prakash
Static analysis for detecting high-level races in RTOS kernels. Formal Methods Syst. Des. 58 (1-2) (2021)
Siddhartha Mukherjee, Anish Nediyanchath, Abhishek Singh, Vinuthkumar Prasan, Divya Verma Gogoi, Surya Pratap Singh Parmar
Intent Classification from Code Mixed Input for Virtual Assistants. ICSC (2021)
Abhishek Singh, Meenakshi D'Souza, Arshad Ebrahim
Conformance testing of ARINC 653 compliance for a safety critical RTOS using UPPAAL model checker. SAC (2021)
Alexandros Karargyris, Renato Umeton, Micah J. Sheller, Alejandro Aristizabal, Johnu George, Srini Bala, Daniel J. Beutel, Victor Bittorf, Akshay Chaudhari, Alexander Chowdhury, Cody Coleman, Bala Desinghu, Gregory F. Diamos, Debo Dutta, Diane Feddema, Grigori Fursin, Junyi Guo, Xinyuan Huang, David Kanter, Satyananda Kashyap, Nicholas D. Lane, Indranil Mallick, Pietro Mascagni, Virendra Mehta, Vivek Natarajan, Nikola Nikolov, Nicolas Padoy, Gennady Pekhimenko, Vijay Janapa Reddi, G. Anthony Reina, Pablo Ribalta, Jacob Rosenthal, Abhishek Singh, Jayaraman J. Thiagarajan, Anna Wuest, Maria Xenochristou, Daguang Xu, Poonam Yadav, Michael Rosenthal, Massimo Loda, Jason M. Johnson, Peter Mattson
MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation. CoRR (2021)
Arzad Alam Kherani, Gaurav Shukla, Shashvat Sanadhya, Neha Vasudev, Muneeb Ahmed, Ashish Singh Patel, Rashi Mehrotra, Brejesh Lall, Huzur Saran, Mythili Vutukuru, Abhishek Singh, Sushila Seshasayee, Vinodh R. Viswakumar, Kishore Loganathan
Development of MEC system for indigenous 5G Test-Bed. COMSNETS (2021)
Kalapriya Kannan, Abhishek Singh, Mudit Verma, Praveen Jayachandran, Sameep Mehta
Blockchain-Based Platform for Trusted Collaborations on Data and AI Models. Blockchain (2020)
Abhishek Singh, Shekhar Verma
Parzen Window Approximation on Riemannian Manifold. CoRR (2020)
Abhishek Singh, Niraj Dharamshi, Preethi Thimma Govarthanarajan, Premal Dattatray Samale, Magdalini Eirinaki
The Tipping Point In Social Networks: Investigating the Mechanism Behind Viral Information Spreading. BigDataService (2020)
Krishnasuri Narayanam, Seep Goel, Abhishek Singh, Yedendra Shrinivasan, Shreya Chakraborty, Parameswaran Selvam, Vishnu Choudhary, Mudit Verma
Blockchain Based e-Invoicing Platform for Global Trade. Blockchain (2020)
Ajay Malik, Abhishek Singh, Maroti Deshmukh
Classification of Imbalanced Data Using Decision Tree and Bayesian Classifier. AICV (2020)
Kunal Agrawal, Alan Burns, Abhishek Singh, Sanjoy K. Baruah
Minimizing Execution Duration in the Presence of Learning-Enabled Components. DATE (2020)
Nishant Baranwal Somy, Kalapriya Kannan, Vijay Arya, Sandeep Hans, Abhishek Singh, Pranay Lohia, Sameep Mehta
Ownership preserving AI Market Places using Blockchain. CoRR (2020)
Abhishek Singh, Wei Jin
On Using Composite Word Embeddings To Improve Biomedical Term Similarity. BIBE (2020)
Abhishek Singh, Surya Pratap Singh Parmar
Voice@SRIB at SemEval-2020 Task [9, 12]: Sentiment and Offensiveness detection in Social Media. CoRR (2020)
Abhishek Singh
PoinT-5: Pointer Network and T-5 based Financial NarrativeSummarisation. CoRR (2020)
Abhishek Singh, Anil Kumar
Fuzzy-based approach to incorporate spatial constraints in possibilistic c-means algorithm for remotely sensed imagery. Int. J. Intell. Inf. Database Syst. 13 (2/3/4) (2020)
Kexin Huang, Abhishek Singh, Sitong Chen, Edward T. Moseley, Chih-ying Deng, Naomi George, Charlotta Lindvall
Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation. ClinicalNLP@EMNLP (2020)
Abhishek Singh, Surya Pratap Singh Parmar
Voice@SRIB at SemEval-2020 Tasks 9 and 12: Stacked Ensemblingmethod for Sentiment and Offensiveness detection in Social Media. SemEval@COLING (2020)
Jesse Shih-Chieh Hsin, Hamid Eslami, Abhishek Singh, Norik Dzhandzhapanyan, Akihiro Horie, Zhe Wang, Jeffery Wheeler, Nadim Charara, Farrukh Syed, Yan Gendlin, Jatan Shah, Jeffrey Hilbert
Multi-RAT multi-connectivity active steering antenna technology for IoT, Wi-Fi, LTE, and 5G. RWS (2020)
Kexin Huang, Abhishek Singh, Sitong Chen, Edward T. Moseley, Chih-ying Deng, Naomi George, Charlotta Lindvall
Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation. CoRR (2019)
Naman Kasliwal, Sudarshan Pulapadi, Madhu N. Belur, Narayan Rangaraj, Suhani Mishra, Shamit Monga, Abhishek Singh, S. G. Sagar, P. K. Majumdar, M. K. Jagesh
Crew Planning for Commuter Rail Operations, a Case Study on Mumbai, India. OR (2019)
Nishant Baranwal Somy, Kalapriya Kannan, Vijay Arya, Sandeep Hans, Abhishek Singh, Pranay Lohia, Sameep Mehta
Ownership Preserving AI Market Places Using Blockchain. Blockchain (2019)
Abhishek Singh, Rekha Pai, Deepak D'Souza, Meenakshi D'Souza
Static Analysis for Detecting High-Level Races in RTOS Kernels. FM (2019)
Abhishek Singh, Pontus Ekberg, Sanjoy K. Baruah
Uniprocessor scheduling of real-time synchronous dataflow tasks. Real Time Syst. 55 (1) (2019)
Pratibha Pandey, Abhishek Singh
Energy efficient resource management techniques in cloud environment for web-based community by machine learning: a survey. Int. J. Web Based Communities 15 (3) (2019)
Abhishek Singh, Debojyoti Dutta, Amit Saha
MIGAN: Malware Image Synthesis Using GANs. AAAI (2019)
Abhishek Singh, Anubhav Garg, Jinan Zhou, Shiv Ram Dubey, Debo Dutta
NASIB: Neural Architecture Search withIn Budget. CoRR (2019)
Abhishek Singh, Eduardo Blanco, Wei Jin
Incorporating Emoji Descriptions Improves Tweet Classification. NAACL-HLT (1) (2019)
Abhishek Singh, Ashish Payal, Sourabh Bharti
A walkthrough of the emerging IoT paradigm: Visualizing inside functionalities, key features, and open issues. J. Netw. Comput. Appl. 143 (2019)
Debdas Ghosh, Abhishek Singh, K. K. Shukla, Kartik Manchanda
Extended Karush-Kuhn-Tucker condition for constrained interval optimization problems and its application in support vector machines. Inf. Sci. 504 (2019)
Bhaskar Gautam, Annappa Basava, Abhishek Singh, Amit Agrawal
When and Where?: Behavior Dominant Location Forecasting with Micro-Blog Streams. ICDM Workshops (2018)
Purushotham Kamath, Abhishek Singh, Debo Dutta
Neural Architecture Construction using EnvelopeNets. CoRR (2018)
Abhishek Singh, Dakshina Ranjan Kisku
Detection of Rare Genetic Diseases using Facial 2D Images with Transfer Learning. ISED (2018)
Seep Goel, Abhishek Singh, Rachit Garg, Mudit Verma, Praveen Jayachandran
Resource Fairness and Prioritization of Transactions in Permissioned Blockchain Systems (Industry Track). Middleware Industry (2018)
Abhishek Singh, Meenakshi D'Souza, Arshad Ebrahim
Formal Verification of Datarace in Safety Critical ARINC653 compliant RTOS. ICACCI (2018)
Bhaskar Gautam, Annappa Basava, Abhishek Singh, Amit Agrawal
"When and Where?": Behavior Dominant Location Forecasting with Micro-blog Streams. CoRR (2018)
Abhishek Singh, Binanda Sengupta, Sushmita Ruj
Certificate Transparency with Enhancements and Short Proofs. ACISP (2) (2017)
Abhishek Singh, Sanjoy K. Baruah
Global EDF-Based Scheduling of Multiple Independent Synchronous Dataflow Graphs. RTSS (2017)
Abhishek Singh, Binanda Sengupta, Sushmita Ruj
Certificate Transparency with Enhancements and Short Proofs. CoRR (2017)
Abhishek Singh, Pontus Ekberg, Sanjoy K. Baruah
Applying Real-Time Scheduling Theory to the Synchronous Data Flow Model of Computation. ECRTS (2017)
Suresh Kumar Gudla, Jitendra Kumar Sahoo, Abhishek Singh, Joy Bose, Nazeer Ahamed
A Systematic Framework to Optimize Launch Times of Web Apps. WWW (Companion Volume) (2017)
Abhishek Singh, Mayank Tiwray, Raj Kumar, Rachita Misra
Load Balancing among Wide-Area SDN Controllers. ICIT (2016)
Abhishek Singh, Wei Jin
Ranking Summaries for Informativeness and Coherence without Reference Summaries. FLAIRS Conference (2016)
Suresh Kumar Gudla, Jitendra Kumar Sahoo, Abhishek Singh, Joy Bose, Nazeer Ahamed
Framework to Improve the Web Application Launch Time. IEEE MS (2016)
Dibyanshu Jaiswal, Pubali Datta, Sounak Dey, Himadri Sekhar Paul, Tanushyam Chattopadhyay, Avik Ghose, Abhishek Singh, Arpan Pal, Arijit Mukherjee
Demo: A Smart Framework for IoT Analytic Workflow Development. SenSys (2015)
SK Hafizul Islam, Abhishek Singh
Provably secure one-round certificateless authenticated group key agreement protocol for secure communications. Wirel. Pers. Commun. 85 (3) (2015)
Peng Huang, William J. Bolosky, Abhishek Singh, Yuanyuan Zhou
ConfValley: a systematic configuration validation framework for cloud services. EuroSys (2015)
Abhishek Singh, Rosha Pokharel, José C. Príncipe
The C-loss function for pattern classification. Pattern Recognit. 47 (1) (2014)
Thomas Phan, Albert Baek, Abhishek Singh, Zheng Guo
Caching reverse-geocoded locations on smartphones. ICCVE (2013)
Abhishek Singh, Ying Zhu, Christophe Chefd'Hotel
A variational approach for optimizing quadratic mutual information for medical image registration. ICASSP (2012)
Abhishek Singh, José C. Príncipe
Information theoretic learning with adaptive kernels. Signal Process. 91 (2) (2011)
Abhishek Singh, Tejaswi Tamminedi, Guy Yosiphon, Anurag Ganguli, Jacob Yadegar
Hidden Markov Models for modeling blood pressure data to predict acute hypotension. ICASSP (2010)
Abhishek Singh, José C. Príncipe
A loss function for classification based on a robust similarity metric. IJCNN (2010)
Abhishek Singh, Barbara S. Minsker, Peter Bajcsy
Image-Based Machine Learning for Reduction of User Fatigue in an Interactive Model Calibration System. J. Comput. Civ. Eng. 24 (3) (2010)
Aman Kansal, Jie Liu, Abhishek Singh, Ripal Nathuji, Tarek F. Abdelzaher
Semantic-less coordination of power management and application performance. ACM SIGOPS Oper. Syst. Rev. 44 (1) (2010)
Abhishek Singh, José C. Príncipe
A closed form recursive solution for Maximum Correntropy training. ICASSP (2010)
Abhishek Singh, José C. Príncipe
Kernel width adaptation in information theoretic cost functions. ICASSP (2010)
Abhishek Singh, José Carlos Príncipe
Using Correntropy as a cost function in linear adaptive filters. IJCNN (2009)
Himanshu Raj, Ripal Nathuji, Abhishek Singh, Paul England
Resource management for isolation enhanced cloud services. CCSW (2009)
Boleslaw Mikolajczak, Abhishek Singh
TransCPN - Software Tool for Transformation of Colored Petri Nets. ITNG (2009)
Padmini Jaikumar, Abhishek Singh, Suman K. Mitra
Efficient Learning of Finite Mixture Densities Using Mutual Information. ICAPR (2009)
Abhishek Singh, Padmini Jaikumar, Suman K. Mitra
A Bayesian Learning Based Approach for Clustering of Satellite Images. ICVGIP (2008)

Abhishek Singh.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Abhishek Singh