| 2024 | IGARSS | Carbon Emission Estimation in Sahyadri (Western Ghats) Resulting from Burning Grassland Biomass. | Chaitanya Kakade, Ujwala Bharambe, Shailesh Deshpande |
| 2023 | IGARSS | One-Shot Learning for Methane Leak Detection in Remote Areas Using Hyperspectral Data. | Karan Owalekar, Shailesh Deshpande |
| 2022 | IGARSS | Understanding Urban Water Consumption Using Remotely Sensed Data. | Shaswat Mohanty, Anirudh Vijay, Shailesh Deshpande |
| 2019 | ISM | Feature Set Consolidation for Object Representation by Parts. | Piyush Yadav, Shamsuddin Ladha, Shailesh Deshpande, Edward Curry |
| 2017 | IGARSS | Extraction of themes from aerial imagery using latent dirichlet allocation. | Shailesh Deshpande, Shamsuddin Ladha, Hemant Aggarwal, Piyush Yadav |
| 2012 | CICLING | Combining Summaries Using Unsupervised Rank Aggregation. | Girish Keshav Palshikar, Shailesh Deshpande, G. Athiappan |
| 2010 | COMAD | An Unsupervised Approach to Sentence Classification. | Shailesh Deshpande, Girish Keshav Palshikar, G. Athiappan |
| 2009 | AusDM | QUEST: Discovering Insights from Survey Responses. | Girish K. Palshikar, Shailesh Deshpande, Savita S. Bhat |