- Varun Gumma, Raj Dabre, Pratyush Kumar:
An Empirical Study of Leveraging Knowledge Distillation for Compressing Multilingual Neural Machine Translation Models. CoRR abs/2304.09388 (2023) - Pratyush Kumar:
Large Language Models Humanize Technology. CoRR abs/2305.05576 (2023) - Giorgi Kokaia, Pratyush Kumar Sinha, Yutong Jiang, Nozha Boujemaa:
Writing your own book: A method for going from closed to open book QA to improve robustness and performance of smaller LLMs. CoRR abs/2305.11334 (2023) - Kaushal Santosh Bhogale, Sai Sundaresan, Abhigyan Raman, Tahir Javed, Mitesh M. Khapra, Pratyush Kumar:
Vistaar: Diverse Benchmarks and Training Sets for Indian Language ASR. CoRR abs/2305.15386 (2023) - Tahir Javed, Sakshi Joshi, Vignesh Nagarajan, Sai Sundaresan, Janki Nawale, Abhigyan Raman, Kaushal Santosh Bhogale, Pratyush Kumar, Mitesh M. Khapra:
Svarah: Evaluating English ASR Systems on Indian Accents. CoRR abs/2305.15760 (2023) - Jay P. Gala, Pranjal A. Chitale, Raghavan AK, Sumanth Doddapaneni, Varun Gumma, Aswanth Kumar, Janki Nawale, Anupama Sujatha, Ratish Puduppully, Vivek Raghavan, Pratyush Kumar, Mitesh M. Khapra, Raj Dabre, Anoop Kunchukuttan:
IndicTrans2: Towards High-Quality and Accessible Machine Translation Models for all 22 Scheduled Indian Languages. CoRR abs/2305.16307 (2023) - Pradyumna YM, Vinod Ganesan, Dinesh Kumar Arumugam, Meghna Gupta, Nischith Shadagopan, Tanay Dixit, Sameer Segal, Pratyush Kumar, Mohit Jain, Sriram Rajamani:
PwR: Exploring the Role of Representations in Conversational Programming. CoRR abs/2309.09495 (2023) - Divyanshi Dwivedi, Sagar Babu Mitikiri, K. Victor Sam Moses Babu, Pradeep Kumar Yemula, Vedantham Lakshmi Srinivas, Pratyush Chakraborty, Mayukha Pal:
Advancements in Enhancing Resilience of Electrical Distribution Systems: A Review on Frameworks, Metrics, and Technological Innovations. CoRR abs/2311.07050 (2023) - Sagar Babu Mitikiri, K. Victor Sam Moses Babu, Divyanshi Dwivedi, Vedantham Lakshmi Srinivas, Pratyush Chakraborty, Pradeep Kumar Yemula, Mayukha Pal:
Modelling of the Electric Vehicle Charging Infrastructure as Cyber Physical Power Systems: A Review on Components, Standards, Vulnerabilities and Attacks. CoRR abs/2311.08656 (2023) - Kriti Thakur, Divyanshi Dwivedi, K. Victor Sam Moses Babu, Alivelu Manga Parimi, Pradeep Kumar Yemula, Pratyush Chakraborty, Mayukha Pal:
Advancements in Arc Fault Detection for Electrical Distribution Systems: A Comprehensive Review from Artificial Intelligence Perspective. CoRR abs/2311.16804 (2023) - Rahul Chand, Yashoteja Prabhu, Pratyush Kumar:
DSFormer: Effective Compression of Text-Transformers by Dense-Sparse Weight Factorization. CoRR abs/2312.13211 (2023) - Pratyusha Sharma, Jordan T. Ash, Dipendra Misra:
The Truth is in There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction. CoRR abs/2312.13558 (2023) - 2022
- Pratyush Kumar Patro, Raja Jayaraman, Khaled Salah, Ibrar Yaqoob:
Blockchain-Based Traceability for the Fishery Supply Chain. IEEE Access 10: 81134-81154 (2022) - Praveen Lalwani, Manas Kumar Mishra, Jasroop Singh Chadha, Pratyush Sethi:
Customer churn prediction system: a machine learning approach. Computing 104(2): 271-294 (2022) - Gowtham Ramesh, Sumanth Doddapaneni, Aravinth Bheemaraj, Mayank Jobanputra, Raghavan AK, Ajitesh Sharma, Sujit Sahoo, Harshita Diddee, Mahalakshmi J, Divyanshu Kakwani, Navneet Kumar, Aswin Pradeep, Srihari Nagaraj, Deepak Kumar, Vivek Raghavan, Anoop Kunchukuttan, Pratyush Kumar, Mitesh Shantadevi Khapra:
Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages. Trans. Assoc. Comput. Linguistics 10: 145-162 (2022) - Mousumi Laha, Amit Konar, Pratyusha Rakshit, Atulya K. Nagar:
Hemodynamic Analysis for Olfactory Perceptual Degradation Assessment Using Generalized Type-2 Fuzzy Regression. IEEE Trans. Cogn. Dev. Syst. 14(3): 1217-1231 (2022) - Prasanna Karthik Vairam, Pratyush Kumar, Chester Rebeiro, V. Kamakoti:
FadingBF: A Bloom Filter With Consistent Guarantees for Online Applications. IEEE Trans. Computers 71(1): 40-52 (2022) - Vinod Ganesan, Pratyush Kumar:
Design and Scaffolded Training of an Efficient DNN Operator for Computer Vision on the Edge. ACM Trans. Embed. Comput. Syst. 21(6): 72:1-72:29 (2022) - Tahir Javed, Sumanth Doddapaneni, Abhigyan Raman, Kaushal Santosh Bhogale, Gowtham Ramesh, Anoop Kunchukuttan, Pratyush Kumar, Mitesh M. Khapra:
Towards Building ASR Systems for the Next Billion Users. AAAI 2022: 10813-10821 - Emil Biju, Anirudh Sriram, Pratyush Kumar, Mitesh M. Khapra:
Input-specific Attention Subnetworks for Adversarial Detection. ACL (Findings) 2022: 31-44 - Raj Dabre, Himani Shrotriya, Anoop Kunchukuttan, Ratish Puduppully, Mitesh M. Khapra, Pratyush Kumar:
IndicBART: A Pre-trained Model for Indic Natural Language Generation. ACL (Findings) 2022: 1849-1863 - Prem Selvaraj, Gokul N. C., Pratyush Kumar, Mitesh M. Khapra:
OpenHands: Making Sign Language Recognition Accessible with Pose-based Pretrained Models across Languages. ACL (1) 2022: 2114-2133 - Divy Thakkar, Azra Ismail, Pratyush Kumar, Alex Hanna, Nithya Sambasivan, Neha Kumar:
When is Machine Learning Data Good?: Valuing in Public Health Datafication. CHI 2022: 322:1-322:16 - Pratyush Pareek, Aaryan Bhardwaj, Sanskar Patro, Anirudh Arora, Muskan Deep Kaur Maini, Bagesh Kumar, O. P. Vyas:
Sample Reduction for Support Vector Data Description (SVDD) by Farthest Boundary Point Estimation (FBPE) using Gradients of Data Density. IC3 2022: 467-475 - Srinivas Varma, Ch Pratyusha Chowdari, D. Jayanthi, Asisa Kumar Panigrahi, K. Jamal:
TCAD Simulation of a 10nm n-Channel Vertical Double Gate Silicon On Insulator MOSFET for Digital Applications. ICCCNT 2022: 1-6 - Gokul NC, Manideep Ladi, Sumit Negi, Prem Selvaraj, Pratyush Kumar, Mitesh M. Khapra:
Addressing Resource Scarcity across Sign Languages with Multilingual Pretraining and Unified-Vocabulary Datasets. NeurIPS 2022 - Aman Kumar, Himani Shrotriya, Prachi Sahu, Raj Dabre, Ratish Puduppully, Anoop Kunchukuttan, Amogh Mishra, Mitesh M. Khapra, Pratyush Kumar:
IndicNLG Suite: Multilingual Datasets for Diverse NLG Tasks in Indic Languages. CoRR abs/2203.05437 (2022) - Emil Biju, Anirudh Sriram, Pratyush Kumar, Mitesh M. Khapra:
Input-specific Attention Subnetworks for Adversarial Detection. CoRR abs/2203.12298 (2022) - Emil Biju, Anirudh Sriram, Mitesh M. Khapra, Pratyush Kumar:
Joint Transformer/RNN Architecture for Gesture Typing in Indic Languages. CoRR abs/2203.14049 (2022)