Self-supervised Deep Learning for Flower Image Segmentation

Sudipan Saha , Nasrullah Sheikh , Biplab Banerjee , Sumedh Pendurkar
international conference on innovations in information technology 126 -130

2020
Attention Based Multi-Modal Fusion Architecture for Open-Ended Video Question Answering Systems

Sumedh Pendurkar , Sameer Kolpekwar , Shreyas Dhoot , Yashodhara V. Haribhakta
Procedia Computer Science 171 446 -455

1
2020
A joint imitation-reinforcement learning framework for reduced baseline regret

Sheelabhadra Dey , Sumedh Pendurkar , Guni Sharon , Josiah P Hanna
Smpte Journal 3485 -3491

2
2021
A discussion on the scalability of heuristic approximators

Sumedh Pendurkar , Taoan Huang , Sven Koenig , Guni Sharon
Smpte Journal 15 ( 1) 311 -313

1
2022
Curriculum Generation for Learning Guiding Functions in State-Space Search Algorithms

Sumedh Pendurkar , Levi HS Lelis , Nathan R Sturtevant , Guni Sharon
Proceedings of the International Symposium on Combinatorial Search 17 91 -99

2024
The (Un) Scalability of Informed Heuristic Function Estimation in NP-Hard Search Problems

Sumedh Pendurkar , Taoan Huang , Brendan Juba , Jiapeng Zhang
Transactions on Machine Learning Research

1
2023
The (un) scalability of heuristic approximators for NP-Hard search problems

Sumedh Pendurkar , Taoan Huang , Sven Koenig , Guni Sharon
arXiv preprint arXiv:2209.03393

1
2022
Bilevel Entropy based Mechanism Design for Balancing Meta in Video Games

Sumedh Pendurkar , Chris Chow , Luo Jie , Guni Sharon
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems

2023
Comparison between popular Genetic Algorithm (GA)-based tool and Covariance Matrix Adaptation-Evolutionary Strategy (CMA-ES) for optimizing indoor daylight

Manal Anis , Sumedh Pendurkar , Yun Kyu Yi , Guni Sharon
Proceedings of Building Simulation 2023: 18th Conference of IBPSA

2023
Single image super-resolution for optical satellite scenes using deep deconvolutional network

Sumedh Pendurkar , Biplab Banerjee , Sudipan Saha , Francesca Bovolo
Image Analysis and Processing–ICIAP 2019: 20th International Conference, Trento, Italy, September 9–13, 2019, Proceedings, Part I 20 410 -420

7
2019
Semantic guided deep unsupervised image segmentation

Sudipan Saha , Swathikiran Sudhakaran , Biplab Banerjee , Sumedh Pendurkar
Image Analysis and Processing–ICIAP 2019: 20th International Conference, Trento, Italy, September 9–13, 2019, Proceedings, Part II 20 499 -510

14
2019