Mirali Purohit

According to our database, Mirali Purohit authored at least 15 papers between 2020 and 2026.

Collaborative distances:

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

2026

Pretrain Where? Investigating How Pretraining Data Diversity Impacts Geospatial Foundation Model Performance.

Amandeep Kaur, Mirali Purohit, Gedeon Muhawenayo, Esther Rolf, Hannah Kerner

CoRR, April, 2026

MOMO: Mars Orbital Model Foundation Model for Mars Orbital Applications.

Mirali Purohit, Bimal Gajera, Irish Mehta, Bhanu Tokas, Jacob B. Adler, Steven Lu, Scott Dickenshied, Serina Diniega, Brian Bue, Umaa Rebbapragada, Hannah Kerner

CoRR, April, 2026

2025

How Does the Spatial Distribution of Pre-training Data Affect Geospatial Foundation Models?

Mirali Purohit, Gedeon Muhawenayo, Esther Rolf, Hannah Kerner

CoRR, January, 2025

Mars-Bench: A Benchmark for Evaluating Foundation Models for Mars Science Tasks.

Mirali Purohit, Bimal Gajera, Vatsal Malaviya, Irish Mehta, Kunal Kasodekar, Jacob B. Adler, Steven Lu, Umaa Rebbapragada, Hannah Kerner

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

ConeQuest: A Benchmark for Cone Segmentation on Mars.

Mirali Purohit, Jacob B. Adler, Hannah Kerner

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

Lightweight, Pre-trained Transformers for Remote Sensing Timeseries.

Gabriel Tseng, Ivan Zvonkov, Mirali Purohit, David Rolnick, Hannah Kerner

CoRR, 2023

Automated Multi-class Crater Segmentation in Mars Orbital Images.

Shrey Malvi, Hitansh Shah, Niketan Chandarana, Mirali Purohit, Jacob B. Adler, Hannah Kerner

Proceedings of the 6th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2023

2022

Benchmarking Generalization via In-Context Instructions on 1, 600+ Language Tasks.

Yizhong Wang, Swaroop Mishra, Pegah Alipoormolabashi, Yeganeh Kordi, Amirreza Mirzaei, Anjana Arunkumar, Arjun Ashok, Arut Selvan Dhanasekaran, Atharva Naik, David Stap, Eshaan Pathak, Giannis Karamanolakis, Haizhi Gary Lai, Ishan Purohit, Ishani Mondal, Jacob Anderson, Kirby Kuznia, Krima Doshi, Maitreya Patel, Kuntal Kumar Pal, Mehrad Moradshahi, Mihir Parmar, Mirali Purohit, Neeraj Varshney, Phani Rohitha Kaza, Pulkit Verma, Ravsehaj Singh Puri, Rushang Karia, Shailaja Keyur Sampat, Savan Doshi, Siddhartha Mishra, Sujan Reddy A, Sumanta Patro, Tanay Dixit, Xudong Shen, Chitta Baral, Yejin Choi, Hannaneh Hajishirzi, Noah A. Smith, Daniel Khashabi

CoRR, 2022

In-BoXBART: Get Instructions into Biomedical Multi-Task Learning.

Mihir Parmar, Swaroop Mishra, Mirali Purohit, Man Luo, M. Hassan Murad, Chitta Baral

CoRR, 2022

In-BoXBART: Get Instructions into Biomedical Multi-Task Learning.

Mihir Parmar, Swaroop Mishra, Mirali Purohit, Man Luo, Murad Mohammad, Chitta Baral

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks.

Yizhong Wang, Swaroop Mishra, Pegah Alipoormolabashi, Yeganeh Kordi, Amirreza Mirzaei, Atharva Naik, Arjun Ashok, Arut Selvan Dhanasekaran, Anjana Arunkumar, David Stap, Eshaan Pathak, Giannis Karamanolakis, Haizhi Gary Lai, Ishan Purohit, Ishani Mondal, Jacob Anderson, Kirby Kuznia, Krima Doshi, Kuntal Kumar Pal, Maitreya Patel, Mehrad Moradshahi, Mihir Parmar, Mirali Purohit, Neeraj Varshney, Phani Rohitha Kaza, Pulkit Verma, Ravsehaj Singh Puri, Rushang Karia, Savan Doshi, Shailaja Keyur Sampat, Siddhartha Mishra, Sujan Reddy A, Sumanta Patro, Tanay Dixit, Xudong Shen

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

Residual Neural Network precisely quantifies dysarthria severity-level based on short-duration speech segments.

Siddhant Gupta, Ankur T. Patil, Mirali Purohit, Mihir Parmar, Maitreya Patel, Hemant A. Patil, Rodrigo Capobianco Guido

Neural Networks, 2021

2020

Intelligibility Improvement of Dysarthric Speech using MMSE DiscoGAN.

Mirali Purohit, Maitreya Patel, Harshit Malaviya, Ankur T. Patil, Mihir Parmar, Nirmesh J. Shah, Savan Doshi, Hemant A. Patil

Proceedings of the International Conference on Signal Processing and Communications, 2020

Weak Speech Supervision: A case study of Dysarthria Severity Classification.

Mirali Purohit, Mihir Parmar, Maitreya Patel, Harshit Malaviya, Hemant A. Patil

Proceedings of the 28th European Signal Processing Conference, 2020

CinC-GAN for Effective F0 prediction for Whisper-to-Normal Speech Conversion.

Maitreya Patel, Mirali Purohit, Jui Shah, Hemant A. Patil

Proceedings of the 28th European Signal Processing Conference, 2020