Kunal Banerjee

According to our database, Kunal Banerjee authored at least 53 papers between 2011 and 2024.

Collaborative distances:

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

2024

BARGAIN: A Super-Resolution Technique to Gain High-Resolution Images for Barcodes.

Saptarshi Misra, Kunal Banerjee, Anirban Chatterjee

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

2023

These Deals Won't Last! Longevity, Uniformity, and Bias in Product Badge Assignment in eCommerce Platforms.

Archit Bansal, Kunal Banerjee, Abhijnan Chakraborty

Proceedings of the 2023 SIGIR Workshop on eCommerce co-located with the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2023), 2023

Designing a Vision Transformer based Enhanced Text Extractor for Product Images.

Saptarshi Misra, Pranay Dugar, Anirban Chatterjee, Lalitdutt Parsai, Kunal Banerjee

Proceedings of the 6th Joint International Conference on Data Science & Management of Data (10th ACM IKDD CODS and 28th COMAD), 2023

A Dynamic Attention Based Graph Neural Network for Anomaly Prediction in Multi-Variate Time-Series & Its Application in Network Monitoring.

Meet Maheshwari, Binay Gupta, Anirban Chatterjee, Kunal Banerjee

Proceedings of the 6th Joint International Conference on Data Science & Management of Data (10th ACM IKDD CODS and 28th COMAD), 2023

2022

Detecting Concept Drift in the Presence of Sparsity - A Case Study of Automated Change Risk Assessment System.

Vishwas Choudhary, Binay Gupta, Anirban Chatterjee, Subhadip Paul, Kunal Banerjee, Vijay Agneeswaran

CoRR, 2022

These Deals Won't Last! Longevity, Uniformity and Bias in Product Badge Assignment in E-Commerce Platforms.

Archit Bansal, Kunal Banerjee, Abhijnan Chakraborty

CoRR, 2022

Don't Miss the Fine Print! An Enhanced Framework to Extract Text from Low Resolution Images.

Pranay Dugar, Aditya Vikram, Anirban Chatterjee, Kunal Banerjee, Vijay Agneeswaran

Proceedings of the 17th International Joint Conference on Computer Vision, 2022

Designing, Developing and Deploying an Enterprise Scale Network Monitoring System.

Arkadip Basu, Rishi Singh, Chenyang Yu, Amarjeet Prasad, Kunal Banerjee

Proceedings of the ISEC 2022: 15th Innovations in Software Engineering Conference, Gandhinagar, India, February 24, 2022

Look before You Leap! Designing a Human-centered AI System for Change Risk Assessment.

Binay Gupta, Anirban Chatterjee, Subhadip Paul, Harika Matha, Lalitdutt Parsai, Kunal Banerjee, Vijay Agneeswaran

Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

WALTS: Walmart AutoML Libraries, Tools and Services.

Rahul Bajaj, Kunal Banerjee, Lalitdutt Parsai, Deepansh Goyal, Sachin Parmar, Divyajyothi Bn, Balamurugan Subramaniam, Chaitanya Sai, Tarun Balotia, Anirban Chatterjee, Kailash Sati

Proceedings of the 48th Euromicro Conference on Software Engineering and Advanced Applications, 2022

Developing a noise-aware AI system for change risk assessment with minimal human intervention.

Subhadip Paul, Anirban Chatterjee, Binay Gupta, Kunal Banerjee

Proceedings of the CIKM 2022 Workshops co-located with 31st ACM International Conference on Information and Knowledge Management (CIKM 2022), 2022

2021

Look Before You Leap! Designing a Human-Centered AI System for Change Risk Assessment.

Binay Gupta, Anirban Chatterjee, Harika Matha, Kunal Banerjee, Lalitdutt Parsai, Vijay Srinivas Agneeswaran

CoRR, 2021

Exploring Alternatives to Softmax Function.

Kunal Banerjee, Vishak Prasad C., Rishi Raj Gupta, Kartik Vyas, Anushree H., Biswajit Mishra

Proceedings of the 2nd International Conference on Deep Learning Theory and Applications, 2021

From Pixels to Words: A Scalable Journey of Text Information from Product Images to Retail Catalog.

Pranay Dugar, Rajesh Shreedhar Bhat, Asit Sharad Tarsode, Uddipto Dutta, Kunal Banerjee, Anirban Chatterjee, Vijay Srinivas Agneeswaran

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Designing a Bot for Efficient Distribution of Service Requests.

Arkadip Basu, Kunal Banerjee

Proceedings of the 3rd IEEE/ACM International Workshop on Bots in Software Engineering, 2021

2020

Reliability Evaluation of Compressed Deep Learning Models.

Brunno F. Goldstein, Sudarshan Srinivasan, Dipankar Das, Kunal Banerjee, Leandro Santiago de Araújo, Victor da Cruz Ferreira, Alexandre Solon Nery, Sandip Kundu, Felipe M. G. França

Proceedings of the 11th IEEE Latin American Symposium on Circuits & Systems, 2020

Harnessing Deep Learning via a Single Building Block.

Evangelos Georganas, Kunal Banerjee, Dhiraj D. Kalamkar, Sasikanth Avancha, Anand Venkat, Michael J. Anderson, Greg Henry, Hans Pabst, Alexander Heinecke

Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2020

2019

Optimizing Deep Learning RNN Topologies on Intel Architecture.

Kunal Banerjee, Evangelos Georganas, Dhiraj D. Kalamkar, Barukh Ziv, Eden Segal, Cristina Anderson, Alexander Heinecke

Supercomput. Front. Innov., 2019

Counter-example generation procedure for path-based equivalence checkers.

Ramanuj Chouksey, Chandan Karfa, Kunal Banerjee, Pankaj Kumar Kalita, Purandar Bhaduri

IET Softw., 2019

K-TanH: Hardware Efficient Activations For Deep Learning.

Abhisek Kundu, Sudarshan Srinivasan, Eric C. Qin, Dhiraj D. Kalamkar, Naveen K. Mellempudi, Dipankar Das, Kunal Banerjee, Bharat Kaul, Pradeep Dubey

CoRR, 2019

High-Performance Deep Learning via a Single Building Block.

Evangelos Georganas, Kunal Banerjee, Dhiraj D. Kalamkar, Sasikanth Avancha, Anand Venkat, Michael J. Anderson, Greg Henry, Hans Pabst, Alexander Heinecke

CoRR, 2019

A Study of BFLOAT16 for Deep Learning Training.

Dhiraj D. Kalamkar, Dheevatsa Mudigere, Naveen Mellempudi, Dipankar Das, Kunal Banerjee, Sasikanth Avancha, Dharma Teja Vooturi, Nataraj Jammalamadaka, Jianyu Huang, Hector Yuen, Jiyan Yang, Jongsoo Park, Alexander Heinecke, Evangelos Georganas, Sudarshan Srinivasan, Abhisek Kundu, Misha Smelyanskiy, Bharat Kaul, Pradeep Dubey

CoRR, 2019

A Quick Introduction to Functional Verification of Array-Intensive Programs.

Kunal Banerjee, Chandan Karfa

CoRR, 2019

Training Google Neural Machine Translation on an Intel CPU Cluster.

Dhiraj D. Kalamkar, Kunal Banerjee, Sudarshan Srinivasan, Srinivas Sridharan, Evangelos Georganas, Mikhail E. Smorkalov, Cong Xu, Alexander Heinecke

Proceedings of the 2019 IEEE International Conference on Cluster Computing, 2019

2018

Anatomy of high-performance deep learning convolutions on SIMD architectures.

Evangelos Georganas, Sasikanth Avancha, Kunal Banerjee, Dhiraj D. Kalamkar, Greg Henry, Hans Pabst, Alexander Heinecke

Proceedings of the International Conference for High Performance Computing, 2018

Compiler-agnostic Translation Validation.

Kunal Banerjee, Chandan Karfa

Proceedings of the 11th Innovations in Software Engineering Conference, ISEC 2018, Hyderabad, India, February 09, 2018

Automatic detection of inverse operations while avoiding loop unrolling.

Kunal Banerjee, Ramanuj Chouksey, Chandan Karfa, Pankaj Kumar Kalita

Proceedings of the 40th International Conference on Software Engineering: Companion Proceeedings, 2018

Mixed Precision Training of Convolutional Neural Networks using Integer Operations.

Dipankar Das, Naveen Mellempudi, Dheevatsa Mudigere, Dhiraj D. Kalamkar, Sasikanth Avancha, Kunal Banerjee, Srinivas Sridharan, Karthik Vaidyanathan, Bharat Kaul, Evangelos Georganas, Alexander Heinecke, Pradeep Dubey, Jesús Corbal, Nikita Shustrov, Roman Dubtsov, Evarist Fomenko, Vadim O. Pirogov

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

2017

Deriving Bisimulation Relations from Path Extension Based Equivalence Checkers.

Kunal Banerjee, Dipankar Sarkar, Chittaranjan Mandal

IEEE Trans. Software Eng., 2017

Deriving bisimulation relations from path based equivalence checkers.

Kunal Banerjee, Dipankar Sarkar, Chittaranjan A. Mandal

Formal Aspects Comput., 2017

Ternary Residual Networks.

Abhisek Kundu, Kunal Banerjee, Naveen Mellempudi, Dheevatsa Mudigere, Dipankar Das, Bharat Kaul, Pradeep Dubey

CoRR, 2017

An End-to-end Formal Verifier for Parallel Programs.

Soumyadip Bandyopadhyay, Santonu Sarkar, Kunal Banerjee

Proceedings of the 12th International Conference on Software Technologies, 2017

PRESGen: A Fully Automatic Equivalence Checker for Validating Optimizing and Parallelizing Transformations.

Soumyadip Bandyopadhyay, Kunal Banerjee

Proceedings of the 2017 Workshop on Software Engineering Methods for Parallel and High Performance Applications, 2017

An Equivalence Checking Framework for Array-Intensive Programs.

Kunal Banerjee, Chittaranjan A. Mandal, Dipankar Sarkar

Proceedings of the Automated Technology for Verification and Analysis, 2017

2016

A Path Construction Algorithm for Translation Validation Using PRES+ Models.

Soumyadip Bandyopadhyay, Dipankar Sarkar, Chittaranjan A. Mandal, Kunal Banerjee, Krishnam Raju Duddu

Parallel Process. Lett., 2016

Data-race detection: the missing piece for an end-to-end semantic equivalence checker for parallelizing transformations of array-intensive programs.

Kunal Banerjee, Soumyadip Banerjee, Santonu Sarkar

Proceedings of the 3rd ACM SIGPLAN International Workshop on Libraries, 2016

Translation validation of loop and arithmetic transformations in the presence of recurrences.

Kunal Banerjee, Chittaranjan A. Mandal, Dipankar Sarkar

Proceedings of the 17th ACM SIGPLAN/SIGBED Conference on Languages, 2016

Implementing an Efficient Path Based Equivalence Checker for Parallel Programs.

Soumyadip Bandyopadhyay, Kunal Banerjee

Proceedings of the ACM Workshop on Software Engineering Methods for Parallel and High Performance Applications, Kyoto, Japan, May 31, 2016

2015

Determining Equivalence of Expressions: An Automated Evaluator's Perspective.

K. K. Sharma, Kunal Banerjee, Chittaranjan A. Mandal

Proceedings of the Seventh IEEE International Conference on Technology for Education, 2015

A translation validation framework for symbolic value propagation based equivalence checking of FSMDAs.

Kunal Banerjee, Chittaranjan A. Mandal, Dipankar Sarkar

Proceedings of the 15th IEEE International Working Conference on Source Code Analysis and Manipulation, 2015

Establishing Equivalence of Expressions: An Automated Evaluator Designer's Perspective.

K. K. Sharma, Kunal Banerjee, Chittaranjan A. Mandal

Proceedings of the Mining Intelligence and Knowledge Exploration, 2015

Translation Validation of Transformations of Embedded System Specifications Using Equivalence Checking.

Kunal Banerjee, Chittaranjan A. Mandal, Dipankar Sarkar

Proceedings of the 2015 IEEE Computer Society Annual Symposium on VLSI, 2015

A Path-based Equivalence Checking Method for Petri Net based Models of Programs.

Soumyadip Bandyopadhyay, Dipankar Sarkar, Kunal Banerjee, Chittaranjan A. Mandal

Proceedings of the ICSOFT-EA 2015, 2015

2014

Extending the FSMD Framework for Validating Code Motions of Array-Handling Programs.

Kunal Banerjee, Dipankar Sarkar, Chittaranjan A. Mandal

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2014

Verification of Code Motion Techniques Using Value Propagation.

Kunal Banerjee, Chandan Karfa, Dipankar Sarkar, Chittaranjan A. Mandal

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2014

A BDD based secure hardware design method to guard against power analysis attacks.

Partha De, Kunal Banerjee, Chittaranjan A. Mandal

Proceedings of the 18th International Symposium on VLSI Design and Test, 2014

Extending the scope of translation validation by augmenting path based equivalence checkers with SMT solvers.

Kunal Banerjee, Chittaranjan A. Mandal, Dipankar Sarkar

Proceedings of the 18th International Symposium on VLSI Design and Test, 2014

Circuits and Synthesis Mechanism for Hardware Design to Counter Power Analysis Attacks.

Partha De, Kunal Banerjee, Chittaranjan A. Mandal, Debdeep Mukhopadhyay

Proceedings of the 17th Euromicro Conference on Digital System Design, 2014

2013

Verification of Loop and Arithmetic Transformations of Array-Intensive Behaviors.

Chandan Karfa, Kunal Banerjee, Dipankar Sarkar, Chittaranjan A. Mandal

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2013

Designing DPA Resistant Circuits Using BDD Architecture and Bottom Pre-charge Logic.

Partha De, Kunal Banerjee, Chittaranjan A. Mandal, Debdeep Mukhopadhyay

Proceedings of the 2013 Euromicro Conference on Digital System Design, 2013

2012

Translation Validation for PRES+ Models of Parallel Behaviours via an FSMD Equivalence Checker.

Soumyadip Bandyopadhyay, Kunal Banerjee, Dipankar Sarkar, Chittaranjan A. Mandal

Proceedings of the Progress in VLSI Design and Test - 16th International Symposium, 2012

A Value Propagation Based Equivalence Checking Method for Verification of Code Motion Techniques.

Kunal Banerjee, Chandan Karfa, Dipankar Sarkar, Chittaranjan Mandal

Proceedings of the International Symposium on Electronic System Design, 2012

2011

Equivalence Checking of Array-Intensive Programs.

Chandan Karfa, Kunal Banerjee, Dipankar Sarkar, Chitta Mandal

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2011