Kunal Banerjee

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 43

Top Topics

Low Resolution Images

Risk Assessment

Top Venues

Publications

Saptarshi Misra, Kunal Banerjee, Anirban Chatterjee
BARGAIN: A Super-Resolution Technique to Gain High-Resolution Images for Barcodes. COMAD/CODS (2024)
Saptarshi Misra, Pranay Dugar, Anirban Chatterjee, Lalitdutt Parsai, Kunal Banerjee
Designing a Vision Transformer based Enhanced Text Extractor for Product Images. COMAD/CODS (2023)
Binay Gupta, Saptarshi Misra, Anirban Chatterjee, Kunal Banerjee
Are you a Foodie looking for New Cookies to try out? Better not ask an LLM. AIMLSystems (2023)
Archit Bansal, Kunal Banerjee, Abhijnan Chakraborty
These Deals Won't Last! Longevity, Uniformity, and Bias in Product Badge Assignment in eCommerce Platforms. eCom@SIGIR (2023)
Meet Maheshwari, Binay Gupta, Anirban Chatterjee, Kunal Banerjee
A Dynamic Attention Based Graph Neural Network for Anomaly Prediction in Multi-Variate Time-Series & Its Application in Network Monitoring. COMAD/CODS (2023)
Archit Bansal, Kunal Banerjee, Abhijnan Chakraborty
These Deals Won't Last! Longevity, Uniformity and Bias in Product Badge Assignment in E-Commerce Platforms. CoRR (2022)
Binay Gupta, Anirban Chatterjee, Subhadip Paul, Harika Matha, Lalitdutt Parsai, Kunal Banerjee, Vijay Agneeswaran
Look before You Leap! Designing a Human-centered AI System for Change Risk Assessment. ICAART (3) (2022)
Subhadip Paul, Anirban Chatterjee, Binay Gupta, Kunal Banerjee
Developing a noise-aware AI system for change risk assessment with minimal human intervention. CIKM Workshops (2022)
Vishwas Choudhary, Binay Gupta, Anirban Chatterjee, Subhadip Paul, Kunal Banerjee, Vijay Agneeswaran
Detecting Concept Drift in the Presence of Sparsity - A Case Study of Automated Change Risk Assessment System. CoRR (2022)
Pranay Dugar, Aditya Vikram, Anirban Chatterjee, Kunal Banerjee, Vijay Agneeswaran
Don't Miss the Fine Print! An Enhanced Framework to Extract Text from Low Resolution Images. VISIGRAPP (5: VISAPP) (2022)
Rahul Bajaj, Kunal Banerjee, Lalitdutt Parsai, Deepansh Goyal, Sachin Parmar, Divyajyothi Bn, Balamurugan Subramaniam, Chaitanya Sai, Tarun Balotia, Anirban Chatterjee, Kailash Sati
WALTS: Walmart AutoML Libraries, Tools and Services. SEAA (2022)
Arkadip Basu, Rishi Singh, Chenyang Yu, Amarjeet Prasad, Kunal Banerjee
Designing, Developing and Deploying an Enterprise Scale Network Monitoring System. ISEC (2022)
Arkadip Basu, Kunal Banerjee
Designing a Bot for Efficient Distribution of Service Requests. CoRR (2021)
Binay Gupta, Anirban Chatterjee, Harika Matha, Kunal Banerjee, Lalitdutt Parsai, Vijay Srinivas Agneeswaran
Look Before You Leap! Designing a Human-Centered AI System for Change Risk Assessment. CoRR (2021)
Pranay Dugar, Rajesh Shreedhar Bhat, Asit Sharad Tarsode, Uddipto Dutta, Kunal Banerjee, Anirban Chatterjee, Vijay Srinivas Agneeswaran
From Pixels to Words: A Scalable Journey of Text Information from Product Images to Retail Catalog. CIKM (2021)
Kunal Banerjee, Vishak Prasad C., Rishi Raj Gupta, Kartik Vyas, Anushree H., Biswajit Mishra
Exploring Alternatives to Softmax Function. DeLTA (2021)
Arkadip Basu, Kunal Banerjee
Designing a Bot for Efficient Distribution of Service Requests. BotSE@ICSE (2021)
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
Reliability Evaluation of Compressed Deep Learning Models. LASCAS (2020)
Kunal Banerjee, Vishak Prasad C., Rishi Raj Gupta, Karthik Vyas, Anushree H., Biswajit Mishra
Exploring Alternatives to Softmax Function. CoRR (2020)
Evangelos Georganas, Kunal Banerjee, Dhiraj D. Kalamkar, Sasikanth Avancha, Anand Venkat, Michael J. Anderson, Greg Henry, Hans Pabst, Alexander Heinecke
Harnessing Deep Learning via a Single Building Block. IPDPS (2020)
Kunal Banerjee, Evangelos Georganas, Dhiraj D. Kalamkar, Barukh Ziv, Eden Segal, Cristina Anderson, Alexander Heinecke
Optimizing Deep Learning RNN Topologies on Intel Architecture. Supercomput. Front. Innov. 6 (3) (2019)
Abhisek Kundu, Sudarshan Srinivasan, Eric C. Qin, Dhiraj D. Kalamkar, Naveen K. Mellempudi, Dipankar Das, Kunal Banerjee, Bharat Kaul, Pradeep Dubey
K-TanH: Hardware Efficient Activations For Deep Learning. CoRR (2019)
Evangelos Georganas, Kunal Banerjee, Dhiraj D. Kalamkar, Sasikanth Avancha, Anand Venkat, Michael J. Anderson, Greg Henry, Hans Pabst, Alexander Heinecke
High-Performance Deep Learning via a Single Building Block. CoRR (2019)
Kunal Banerjee, Chandan Karfa
A Quick Introduction to Functional Verification of Array-Intensive Programs. CoRR (2019)
Dhiraj D. Kalamkar, Kunal Banerjee, Sudarshan Srinivasan, Srinivas Sridharan, Evangelos Georganas, Mikhail E. Smorkalov, Cong Xu, Alexander Heinecke
Training Google Neural Machine Translation on an Intel CPU Cluster. CLUSTER (2019)
Ramanuj Chouksey, Chandan Karfa, Kunal Banerjee, Pankaj Kumar Kalita, Purandar Bhaduri
Counter-example generation procedure for path-based equivalence checkers. IET Softw. 13 (4) (2019)
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
A Study of BFLOAT16 for Deep Learning Training. CoRR (2019)
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
Mixed Precision Training of Convolutional Neural Networks using Integer Operations. ICLR (Poster) (2018)
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
Mixed Precision Training of Convolutional Neural Networks using Integer Operations. CoRR (2018)
Kunal Banerjee, Ramanuj Chouksey, Chandan Karfa, Pankaj Kumar Kalita
Automatic detection of inverse operations while avoiding loop unrolling. ICSE (Companion Volume) (2018)
Kunal Banerjee, Chandan Karfa
Compiler-agnostic Translation Validation. ISEC (2018)
Evangelos Georganas, Sasikanth Avancha, Kunal Banerjee, Dhiraj D. Kalamkar, Greg Henry, Hans Pabst, Alexander Heinecke
Anatomy Of High-Performance Deep Learning Convolutions On SIMD Architectures. CoRR (2018)
Evangelos Georganas, Sasikanth Avancha, Kunal Banerjee, Dhiraj D. Kalamkar, Greg Henry, Hans Pabst, Alexander Heinecke
Anatomy of high-performance deep learning convolutions on SIMD architectures. SC (2018)
Soumyadip Bandyopadhyay, Santonu Sarkar, Kunal Banerjee
An End-to-end Formal Verifier for Parallel Programs. ICSOFT (2017)
Kunal Banerjee, Chittaranjan A. Mandal, Dipankar Sarkar
An Equivalence Checking Framework for Array-Intensive Programs. ATVA (2017)
Soumyadip Bandyopadhyay, Kunal Banerjee
PRESGen: A Fully Automatic Equivalence Checker for Validating Optimizing and Parallelizing Transformations. SEM4HPC@HPDC (2017)
Kunal Banerjee, Dipankar Sarkar, Chittaranjan Mandal
Deriving Bisimulation Relations from Path Extension Based Equivalence Checkers. IEEE Trans. Software Eng. 43 (10) (2017)
Kunal Banerjee, Dipankar Sarkar, Chittaranjan A. Mandal
Deriving bisimulation relations from path based equivalence checkers. Formal Aspects Comput. 29 (2) (2017)
Abhisek Kundu, Kunal Banerjee, Naveen Mellempudi, Dheevatsa Mudigere, Dipankar Das, Bharat Kaul, Pradeep Dubey
Ternary Residual Networks. CoRR (2017)
Kunal Banerjee, Chittaranjan A. Mandal, Dipankar Sarkar
Translation validation of loop and arithmetic transformations in the presence of recurrences. LCTES (2016)
Soumyadip Bandyopadhyay, Kunal Banerjee
Implementing an Efficient Path Based Equivalence Checker for Parallel Programs. SEM4HPC@HPDC (2016)
Soumyadip Bandyopadhyay, Dipankar Sarkar, Chittaranjan A. Mandal, Kunal Banerjee, Krishnam Raju Duddu
A Path Construction Algorithm for Translation Validation Using PRES+ Models. Parallel Process. Lett. 26 (2) (2016)
Kunal Banerjee, Soumyadip Banerjee, Santonu Sarkar
Data-race detection: the missing piece for an end-to-end semantic equivalence checker for parallelizing transformations of array-intensive programs. ARRAY@PLDI (2016)
Kunal Banerjee, Chittaranjan A. Mandal, Dipankar Sarkar
A translation validation framework for symbolic value propagation based equivalence checking of FSMDAs. SCAM (2015)
Soumyadip Bandyopadhyay, Dipankar Sarkar, Kunal Banerjee, Chittaranjan A. Mandal
A Path-based Equivalence Checking Method for Petri Net based Models of Programs. ICSOFT-EA (2015)
Kunal Banerjee, Chittaranjan A. Mandal, Dipankar Sarkar
Translation Validation of Transformations of Embedded System Specifications Using Equivalence Checking. ISVLSI (2015)
K. K. Sharma, Kunal Banerjee, Chittaranjan A. Mandal
Establishing Equivalence of Expressions: An Automated Evaluator Designer's Perspective. MIKE (2015)
K. K. Sharma, Kunal Banerjee, Chittaranjan A. Mandal
Determining Equivalence of Expressions: An Automated Evaluator's Perspective. T4E (2015)
Kunal Banerjee, Chittaranjan A. Mandal, Dipankar Sarkar
Extending the scope of translation validation by augmenting path based equivalence checkers with SMT solvers. VDAT (2014)
Kunal Banerjee, Dipankar Sarkar, Chittaranjan A. Mandal
Extending the FSMD Framework for Validating Code Motions of Array-Handling Programs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 33 (12) (2014)
Partha De, Kunal Banerjee, Chittaranjan A. Mandal, Debdeep Mukhopadhyay
Circuits and Synthesis Mechanism for Hardware Design to Counter Power Analysis Attacks. DSD (2014)
Partha De, Kunal Banerjee, Chittaranjan A. Mandal
A BDD based secure hardware design method to guard against power analysis attacks. VDAT (2014)
Kunal Banerjee, Chandan Karfa, Dipankar Sarkar, Chittaranjan A. Mandal
Verification of Code Motion Techniques Using Value Propagation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 33 (8) (2014)
Partha De, Kunal Banerjee, Chittaranjan A. Mandal, Debdeep Mukhopadhyay
Designing DPA Resistant Circuits Using BDD Architecture and Bottom Pre-charge Logic. DSD (2013)
Chandan Karfa, Kunal Banerjee, Dipankar Sarkar, Chittaranjan A. Mandal
Verification of Loop and Arithmetic Transformations of Array-Intensive Behaviors. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 32 (11) (2013)
Kunal Banerjee, Chandan Karfa, Dipankar Sarkar, Chittaranjan Mandal
A Value Propagation Based Equivalence Checking Method for Verification of Code Motion Techniques. ISED (2012)
Soumyadip Bandyopadhyay, Kunal Banerjee, Dipankar Sarkar, Chittaranjan A. Mandal
Translation Validation for PRES+ Models of Parallel Behaviours via an FSMD Equivalence Checker. VDAT (2012)
Chandan Karfa, Kunal Banerjee, Dipankar Sarkar, Chitta Mandal
Equivalence Checking of Array-Intensive Programs. ISVLSI (2011)