| SIMILAR: Submodular Information Measures Based Active Learning In Realistic Scenarios S Kothawade, N Beck, K Killamsetty, R Iyer 35th Conference on Neural Information Processing Systems (NeurIPS 2021 …, 2021 | 112 | 2021 |
| Learning from less data: A unified data subset selection and active learning framework for computer vision V Kaushal, R Iyer, S Kothawade, R Mahadev, K Doctor, G Ramakrishnan 2019 IEEE Winter Conference on Applications of Computer Vision (WACV), 1289-1299, 2019 | 79 | 2019 |
| Prism: A rich class of parameterized submodular information measures for guided data subset selection S Kothawade, V Kaushal, G Ramakrishnan, J Bilmes, R Iyer Proceedings of the AAAI Conference on Artificial Intelligence 36 (9), 10238 …, 2022 | 66* | 2022 |
| TALISMAN: Targeted Active Learning for Object Detection with Rare Classes and Slices using Submodular Mutual Information S Kothawade, S Ghosh, S Shekhar, Y Xiang, R Iyer European Conference in Computer Vision, ECCV 2022, 2021 | 41 | 2021 |
| Khoshrav Doctor, and Ganesh Ramakrishnan. Learning from less data: A unified data subset selection and active learning framework for computer vision V Kaushal, R Iyer, S Kothawade, R Mahadev 2019 IEEE Winter Conference on Applications of Computer Vision (WACV), 1289-1299, 0 | 33 | |
| AUTO-DISCERN: autonomous driving using common sense reasoning S Kothawade, V Khandelwal, K Basu, H Wang, G Gupta arXiv preprint arXiv:2110.13606, 2021 | 32 | 2021 |
| A framework towards domain specific video summarization V Kaushal, S Subramanian, S Kothawade, R Iyer, G Ramakrishnan 2019 IEEE winter conference on applications of computer vision (WACV), 666-675, 2019 | 28 | 2019 |
| Realistic video summarization through VISIOCITY: a new benchmark and evaluation framework V Kaushal, S Kothawade, R Iyer, G Ramakrishnan Proceedings of the 2nd international workshop on AI for smart TV content …, 2020 | 23* | 2020 |
| Efficient water management for greenland using soil moisture sensor SN Kothawade, SM Furkhan, A Raoof, KS Mhaske 2016 IEEE 1st International Conference on Power Electronics, Intelligent …, 2016 | 23 | 2016 |
| Imagen 3 J Baldridge, J Bauer, M Bhutani, N Brichtova, A Bunner, L Castrejon, ... arXiv preprint arXiv:2408.07009, 2024 | 21 | 2024 |
| Scalable semantic image retrieval with deep template matching ROY Donna, S Kothawade, E Haussmann, JMA Lopez, M Fenzi, ... US Patent App. 17/226,584, 2022 | 14 | 2022 |
| Robotic lime picking by considering leaves as permeable obstacles H Nemlekar, Z Liu, S Kothawade, S Niyaz, B Raghavan, S Nikolaidis 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2021 | 13 | 2021 |
| Demystifying multi-faceted video summarization: Tradeoff between diversity, representation, coverage and importance V Kaushal, R Iyer, K Doctor, A Sahoo, P Dubal, S Kothawade, R Mahadev, ... 2019 IEEE Winter Conference on Applications of Computer Vision (WACV), 452-461, 2019 | 13 | 2019 |
| Behavioral and molecular markers of death in Drosophila melanogaster J Tower, S Agrawal, MP Alagappan, HS Bell, M Demeter, N Havanoor, ... Experimental gerontology 126, 110707, 2019 | 12 | 2019 |
| Learning collaborative action plans from youtube videos H Zhang, PJ Lai, S Paul, S Kothawade, S Nikolaidis The International Symposium of Robotics Research, 208-223, 2019 | 12 | 2019 |
| Clinical: Targeted active learning for imbalanced medical image classification S Kothawade, A Savarkar, V Iyer, G Ramakrishnan, R Iyer Workshop on Medical Image Learning with Limited and Noisy Data, 119-129, 2022 | 10 | 2022 |
| Deep submodular networks for extractive data summarization S Kothawade, J Girdhar, C Lavania, R Iyer arXiv preprint arXiv:2010.08593, 2020 | 9 | 2020 |
| Object data curation of map information using neural networks for autonomous systems and applications C Angerer, M Fenzi, N Haramati, O Tonkal, S Kothawade US Patent App. 17/689,799, 2023 | 8 | 2023 |
| PLATINUM: Semi-Supervised Model Agnostic Meta-Learning using Submodular Mutual Information C Li*, S Kothawade*, F Chen, R Iyer (* denotes equal contribution) To appear in ICML 2022, Thirty-ninth International Conference on Machine …, 2022 | 8 | 2022 |
| DITTO: Data-efficient and fair targeted subset selection for ASR accent adaptation S Kothawade, A Mekala, M Kothyari, R Iyer, G Ramakrishnan, P Jyothi arXiv preprint arXiv:2110.04908, 2021 | 8 | 2021 |
Rishabh IyerUniversity of Texas Dallas, Microsoft, UWZweryfikowany adres z utdallas.edu