Pratyush Kumar

Orcid: 0000-0002-8732-0183

According to our database1, Pratyush Kumar authored at least 113 papers between 2004 and 2024.

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Bibliography

2024
IndicLLMSuite: A Blueprint for Creating Pre-training and Fine-Tuning Datasets for Indian Languages.
CoRR, 2024

IndicVoices: Towards building an Inclusive Multilingual Speech Dataset for Indian Languages.
CoRR, 2024

2023
Unconstrained feedback controller design using Q-learning from noisy process data.
Comput. Chem. Eng., September, 2023

Structured nonlinear process modeling using neural networks and application to economic optimization.
Comput. Chem. Eng., September, 2023

DSFormer: Effective Compression of Text-Transformers by Dense-Sparse Weight Factorization.
CoRR, 2023

PwR: Exploring the Role of Representations in Conversational Programming.
CoRR, 2023

IndicTrans2: Towards High-Quality and Accessible Machine Translation Models for all 22 Scheduled Indian Languages.
CoRR, 2023

Svarah: Evaluating English ASR Systems on Indian Accents.
CoRR, 2023

Vistaar: Diverse Benchmarks and Training Sets for Indian Language ASR.
CoRR, 2023

Large Language Models Humanize Technology.
CoRR, 2023

Challenges Faced by the Employed Indian DHH Community.
Proceedings of the Human-Computer Interaction - INTERACT 2023 - 19th IFIP TC13 International Conference, York, UK, August 28, 2023

Towards Building Text-to-Speech Systems for the Next Billion Users.
Proceedings of the IEEE International Conference on Acoustics, 2023

Effectiveness of Mining Audio and Text Pairs from Public Data for Improving ASR Systems for Low-Resource Languages.
Proceedings of the IEEE International Conference on Acoustics, 2023

Aksharantar: Open Indic-language Transliteration datasets and models for the Next Billion Users.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

An Empirical Study of Leveraging Knowledge Distillation for Compressing Multilingual Neural Machine Translation Models.
Proceedings of the 24th Annual Conference of the European Association for Machine Translation, 2023

SignIt! An Android Game for Sign Bilingual Play.
Proceedings of the 25th International ACM SIGACCESS Conference on Computers and Accessibility, 2023

Jod: Examining Design and Implementation of a Videoconferencing Platform for Mixed Hearing Groups.
Proceedings of the 25th International ACM SIGACCESS Conference on Computers and Accessibility, 2023

Naamapadam: A Large-Scale Named Entity Annotated Data for Indic Languages.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Towards Leaving No Indic Language Behind: Building Monolingual Corpora, Benchmark and Models for Indic Languages.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

IndicMT Eval: A Dataset to Meta-Evaluate Machine Translation Metrics for Indian Languages.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

IndicSUPERB: A Speech Processing Universal Performance Benchmark for Indian Languages.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Design and Scaffolded Training of an Efficient DNN Operator for Computer Vision on the Edge.
ACM Trans. Embed. Comput. Syst., November, 2022

FadingBF: A Bloom Filter With Consistent Guarantees for Online Applications.
IEEE Trans. Computers, 2022

Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages.
Trans. Assoc. Comput. Linguistics, 2022

IndicXTREME: A Multi-Task Benchmark For Evaluating Indic Languages.
CoRR, 2022

Efficient ML Models for Practical Secure Inference.
CoRR, 2022

Aksharantar: Towards building open transliteration tools for the next billion users.
CoRR, 2022

IndicNLG Suite: Multilingual Datasets for Diverse NLG Tasks in Indic Languages.
CoRR, 2022

Addressing Resource Scarcity across Sign Languages with Multilingual Pretraining and Unified-Vocabulary Datasets.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

IndicNLG Benchmark: Multilingual Datasets for Diverse NLG Tasks in Indic Languages.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

When is Machine Learning Data Good?: Valuing in Public Health Datafication.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

OpenHands: Making Sign Language Recognition Accessible with Pose-based Pretrained Models across Languages.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

IndicBART: A Pre-trained Model for Indic Natural Language Generation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Input-specific Attention Subnetworks for Adversarial Detection.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Towards Building ASR Systems for the Next Billion Users.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
SuperShaper: Task-Agnostic Super Pre-training of BERT Models with Variable Hidden Dimensions.
CoRR, 2021

Machine Learning approaches to do size based reasoning on Retail Shelf objects to classify product variants.
CoRR, 2021

On the Prunability of Attention Heads in Multilingual BERT.
CoRR, 2021

IndicBART: A Pre-trained Model for Natural Language Generation of Indic Languages.
CoRR, 2021

A Primer on Pretrained Multilingual Language Models.
CoRR, 2021

Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages.
CoRR, 2021

Differential Euler: Designing a Neural Network approximator to solve the Chaotic Three Body Problem.
CoRR, 2021

Industrial, large-scale model predictive control with structured neural networks.
Comput. Chem. Eng., 2021

FuSeConv: Fully Separable Convolutions for Fast Inference on Systolic Arrays.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

VeRLPy: Python Library for Verification of Digital Designs with Reinforcement Learning.
Proceedings of the AIMLSystems 2021: The First International Conference on AI-ML-Systems, Bangalore India, October 21, 2021

The Heads Hypothesis: A Unifying Statistical Approach Towards Understanding Multi-Headed Attention in BERT.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

A Systematic Evaluation of Object Detection Networks for Scientific Plots.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Cyclic codes over the ring GR(pe, m)[u]∕〈uk〉.
Discret. Math., 2020

On the Importance of Local Information in Transformer Based Models.
CoRR, 2020

AI4Bharat-IndicNLP Corpus: Monolingual Corpora and Word Embeddings for Indic Languages.
CoRR, 2020

Compact retail shelf segmentation for mobile deployment.
CoRR, 2020

PlotQA: Reasoning over Scientific Plots.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

INCLUDE: A Large Scale Dataset for Indian Sign Language Recognition.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

A Case for Generalizable DNN Cost Models for Mobile Devices.
Proceedings of the IEEE International Symposium on Workload Characterization, 2020

iNLPSuite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for Indian Languages.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

On the weak link between importance and prunability of attention heads.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Sparsity-Aware Caches to Accelerate Deep Neural Networks.
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

Joint Transformer/RNN Architecture for Gesture Typing in Indic Languages.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019
Optimal Power Management with Guaranteed Minimum Energy Utilization for Solar Energy Harvesting Systems.
ACM Trans. Embed. Comput. Syst., 2019

Data Interpretation over Plots.
CoRR, 2019

Checkpointing in Practice for Memory-Efficient Training on the Edge.
Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

Automatic Generation and Evaluation of Usable and Secure Audio reCAPTCHA.
Proceedings of the 21st International ACM SIGACCESS Conference on Computers and Accessibility, 2019

2018
FarmChat: A Conversational Agent to Answer Farmer Queries.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

On the structure of cyclic codes over the ring Z2s[u]∕〈uk〉.
Discret. Math., 2018

Example Mining for Incremental Learning in Medical Imaging.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Algorithm to control power production from solar photovoltaic panels.
Proceedings of the 2018 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2018

Opportunistic Sensing with MIC Arrays on Smart Speakers for Distal Interaction and Exercise Tracking.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Convey: Exploring the Use of a Context View for Chatbots.
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

Evaluating and Informing the Design of Chatbots.
Proceedings of the 2018 on Designing Interactive Systems Conference 2018, 2018

2017
Adaptive Real-Time Communication for Wireless Cyber-Physical Systems.
ACM Trans. Cyber Phys. Syst., 2017

Detection of Tooth caries in Bitewing Radiographs using Deep Learning.
CoRR, 2017

Leveraging DERs to improve the inference of distribution network topology.
Proceedings of the 2017 IEEE International Conference on Smart Grid Communications, 2017

Algorithm to Control Power Production from Solar Panels.
Proceedings of the Eighth International Conference on Future Energy Systems, 2017

2016
On Quantum Codes Obtained From Cyclic Codes Over $\mathbb{F}_2+u\mathbb{F}_2+u^2\mathbb{F}_2$.
CoRR, 2016

PV power predictors for condition monitoring.
Proceedings of the 2016 IEEE International Conference on Smart Grid Communications, 2016

A network calculus foundation for smart-grids where demand and supply vary in space and time.
Proceedings of the Seventh International Conference on Future Energy Systems, Waterloo, ON, Canada, June 21, 2016

Combining data with physics to monitor solar panels.
Proceedings of the Seventh International Conference on Future Energy Systems, Waterloo, ON, Canada, June 21 - 24, 2016, 2016

Planning Curtailment of Renewable Generation in Power Grids.
Proceedings of the Twenty-Sixth International Conference on Automated Planning and Scheduling, 2016

An Axiomatic Framework for Ex-Ante Dynamic Pricing Mechanisms in Smart Grid.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
DNA Cyclic Codes Over The Ring $ \F_2[u, v]/\langle u^2-1, v^3-v, uv-vu \rangle$.
CoRR, 2015

A socially aware incentive strategy for encouraging residential solar uptake in Brunei.
Proceedings of the 2015 IEEE International Conference on Smart Grid Communications, 2015

Can real-time systems be chaotic?
Proceedings of the 2015 International Conference on Embedded Software, 2015

Optimal Power Management with Guaranteed Minimum Energy Utilization for Solar Energy Harvesting Systems.
Proceedings of the 2015 International Conference on Distributed Computing in Sensor Systems, 2015

Run and be safe: mixed-criticality scheduling with temporary processor speedup.
Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015

Interleaved multi-bank scratchpad memories: a probabilistic description of access conflicts.
Proceedings of the 52nd Annual Design Automation Conference, 2015

2014
Hard real-time guarantees in cyber-physical systems.
PhD thesis, 2014

Worst-case guarantees on a processor with temperature-based feedback control of speed.
ACM Trans. Embed. Comput. Syst., 2014

SF3P: a framework to explore and prototype hierarchical compositions of real-time schedulers.
Proceedings of the 25nd IEEE International Symposium on Rapid System Prototyping, 2014

Deterministic memory sharing in Kahn process networks: Ultrasound imaging as a case study.
Proceedings of the 12th IEEE Symposium on Embedded Systems for Real-time Multimedia, 2014

P-YDS algorithm: An optimal extension of YDS algorithm to minimize expected energy for real-time jobs.
Proceedings of the 2014 International Conference on Embedded Software, 2014

Energy efficient DVFS scheduling for mixed-criticality systems.
Proceedings of the 2014 International Conference on Embedded Software, 2014

COOLIP: Simple yet effective job allocation for distributed thermally-throttled processors.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2014

Computing a language-based guarantee for timing properties of cyber-physical systems.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2014

2013
Behavioural composition constructively built server algorithms.
SIGBED Rev., 2013

Two protocols to reduce the criticality level of multiprocessor mixed-criticality systems.
Proceedings of the 21st International Conference on Real-Time Networks and Systems, 2013

Interference Constraint Graph - A new specification for mixed-criticality systems.
Proceedings of 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation, 2013

A satisfiability approach to speed assignment for distributed real-time systems.
Proceedings of the Design, Automation and Test in Europe, 2013

2012
Quantifying the Effect of Rare Timing Events with Settling-Time and Overshoot.
Proceedings of the 33rd IEEE Real-Time Systems Symposium, 2012

Timing Analysis on a Processor with Temperature-Controlled Speed Scaling.
Proceedings of the 2012 IEEE 18th Real Time and Embedded Technology and Applications Symposium, 2012

An Algorithm for Online Reconfiguration of Resource Reservations for Hard Real-Time Systems.
Proceedings of the 24th Euromicro Conference on Real-Time Systems, 2012

A hybrid approach to cyber-physical systems verification.
Proceedings of the 49th Annual Design Automation Conference 2012, 2012

2011
Real-Time Analysis of Servers for General Job Arrivals.
Proceedings of the 17th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2011

PRO3D, Programming for Future 3D Manycore Architectures: Project's Interim Status.
Proceedings of the Formal Methods for Components and Objects, 10th International Symposium, 2011

Demand bound server: generalized resource reservation for hard real-time systems.
Proceedings of the 11th International Conference on Embedded Software, 2011

End-to-End Delay Minimization in Thermally Constrained Distributed Systems.
Proceedings of the 23rd Euromicro Conference on Real-Time Systems, 2011

Cool shapers: shaping real-time tasks for improved thermal guarantees.
Proceedings of the 48th Design Automation Conference, 2011

System-level power and timing variability characterization to compute thermal guarantees.
Proceedings of the 9th International Conference on Hardware/Software Codesign and System Synthesis, 2011

Thermally optimal stop-go scheduling of task graphs with real-time constraints.
Proceedings of the 16th Asia South Pacific Design Automation Conference, 2011

Run-time adaptable on-chip thermal triggers.
Proceedings of the 16th Asia South Pacific Design Automation Conference, 2011

2010
Neural network based on-chip thermal simulator.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

2009
Learning based address mapping for improving the performance of memory subsystems.
Proceedings of the 17th Annual Meeting of the IEEE/ACM International Symposium on Modelling, 2009

2008
Evaluating product search and recommender systems for E-commerce environments.
Electron. Commer. Res., 2008

2004
Evaluating example-based search tools.
Proceedings of the Proceedings 5th ACM Conference on Electronic Commerce (EC-2004), 2004


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