Suraj Kothawade
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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
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
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
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
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
AUTO-DISCERN: autonomous driving using common sense reasoning
S Kothawade, V Khandelwal, K Basu, H Wang, G Gupta
arXiv preprint arXiv:2110.13606, 2021
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
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
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
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
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
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
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
Vis-dss: An open-source toolkit for visual data selection and summarization
R Iyer, P Dubal, K Dargan, S Kothawade, R Mahadev, V Kaushal
arXiv preprint arXiv:1809.08846, 2018
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
Submodular Mutual Information for Targeted Data Subset Selection
S Kothawade, V Kaushal, G Ramakrishnan, J Bilmes, R Iyer
ICLR 2021 From Shallow to Deep: Overcoming Limited and Adverse Data Workshop …, 2021
Deep submodular networks for extractive data summarization
S Kothawade, J Girdhar, C Lavania, R Iyer
arXiv preprint arXiv:2010.08593, 2020
Deployment of customized deep learning based video analytics on surveillance cameras
P Dubal*, R Mahadev*, S Kothawade*, K Dargan, R Iyer
arXiv preprint arXiv:1805.10604, 2018
Object-Level Targeted Selection via Deep Template Matching
S Kothawade, D Roy, M Fenzi, E Haussmann, JM Alvarez, C Angerer
2022 IEEE Intelligent Vehicles Symposium (IV), 766-771, 2022
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
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