Soumik Sarkar
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
19
Venues
10
Active years
2018–2025
Best venue rank
A*
Where they publish
Papers
19 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | CVPR | SC-NeRF: NeRF-based Point Cloud Reconstruction using a Stationary Camera for Agricultural Applications. | Kibon Ku, Talukder Z. Jubery, Elijah Rodriguez, Aditya Balu, Soumik Sarkar, Adarsh Krishnamurthy, Baskar Ganapathysubramanian |
| 2025 | ICLR | Latent Safety-Constrained Policy Approach for Safe Offline Reinforcement Learning. | Prajwal Koirala, Zhanhong Jiang, Soumik Sarkar, Cody H. Fleming |
| 2025 | WACV | Leveraging Vision Language Models for Specialized Agricultural Tasks. | Muhammad Arbab Arshad, Talukder Zaki Jubery, Tirtho Roy, Rim Nassiri, Asheesh K. Singh, Arti Singh, Chinmay Hegde, Baskar Ganapathysubramanian, Aditya Balu, Adarsh Krishnamurthy, Soumik Sarkar |
| 2024 | CVPR | SDFConnect: Neural Implicit Surface Reconstruction of a Sparse Point Cloud with Topological Constraints. | Anushrut Jignasu, Aditya Balu, Soumik Sarkar, Chinmay Hegde, Baskar Ganapathysubramanian, Adarsh Krishnamurthy |
| 2024 | CVPR | DIMAT: Decentralized Iterative Merging-And-Training for Deep Learning Models. | Nastaran Saadati, Minh Pham, Nasla Saleem, Joshua R. Waite, Aditya Balu, Zhanhong Jiang, Chinmay Hegde, Soumik Sarkar |
| 2022 | AAAI | MDPGT: Momentum-Based Decentralized Policy Gradient Tracking. | Zhanhong Jiang, Xian Yeow Lee, Sin Yong Tan, Kai Liang Tan, Aditya Balu, Young M. Lee, Chinmay Hegde, Soumik Sarkar |
| 2022 | CVPR | Concept Activation Vectors for Generating User-Defined 3D Shapes. | Stefan Druc, Aditya Balu, Peter Wooldridge, Adarsh Krishnamurthy, Soumik Sarkar |
| 2021 | ICASSP | Decentralized Deep Learning Using Momentum-Accelerated Consensus. | Aditya Balu, Zhanhong Jiang, Sin Yong Tan, Chinmay Hegde, Young M. Lee, Soumik Sarkar |
| 2021 | ICASSP | Spatiotemporal Attention for Multivariate Time Series Prediction and Interpretation. | Tryambak Gangopadhyay, Sin Yong Tan, Zhanhong Jiang, Rui Meng, Soumik Sarkar |
| 2021 | ICML | Cross-Gradient Aggregation for Decentralized Learning from Non-IID Data. | Yasaman Esfandiari, Sin Yong Tan, Zhanhong Jiang, Aditya Balu, Ethan Herron, Chinmay Hegde, Soumik Sarkar |
| 2021 | Mobisys | Battery-Free Camera Occupancy Detection System. | Ali Saffari, Sin Yong Tan, Mohamad Katanbaf, Homagni Saha, Joshua R. Smith, Soumik Sarkar |
| 2021 | SC | Distributed multigrid neural solvers on megavoxel domains. | Aditya Balu, Sergio Botelho, Biswajit Khara, Vinay Rao, Soumik Sarkar, Chinmay Hegde, Adarsh Krishnamurthy, Santi Adavani, Baskar Ganapathysubramanian |
| 2020 | AAAI | InvNet: Encoding Geometric and Statistical Invariances in Deep Generative Models. | Ameya Joshi, Minsu Cho, Viraj Shah, Balaji Sesha Sarath Pokuri, Soumik Sarkar, Baskar Ganapathysubramanian, Chinmay Hegde |
| 2020 | AAAI | Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents. | Xian Yeow Lee, Sambit Ghadai, Kai Liang Tan, Chinmay Hegde, Soumik Sarkar |
| 2020 | SC | Deep Generative Models that Solve PDEs: Distributed Computing for Training Large Data-Free Models. | Sergio Botelho, Ameya Joshi, Biswajit Khara, Vinay Rao, Soumik Sarkar, Chinmay Hegde, Santi Adavani, Baskar Ganapathysubramanian |
| 2019 | CVPR | Multi-Level 3D CNN for Learning Multi-Scale Spatial Features. | Sambit Ghadai, Xian Yeow Lee, Aditya Balu, Soumik Sarkar, Adarsh Krishnamurthy |
| 2019 | CVPR | Attribute-Controlled Traffic Data Augmentation Using Conditional Generative Models. | Amitangshu Mukherjee, Ameya Joshi, Soumik Sarkar, Chinmay Hegde |
| 2019 | ICCV | Semantic Adversarial Attacks: Parametric Transformations That Fool Deep Classifiers. | Ameya Joshi, Amitangshu Mukherjee, Soumik Sarkar, Chinmay Hegde |
| 2018 | ECCV | PIRM2018 Challenge on Spectral Image Super-Resolution: Methods and Results. | Mehrdad Shoeiby, Antonio Robles-Kelly, Radu Timofte, Ruofan Zhou, Fayez Lahoud, Sabine Ssstrunk, Zhiwei Xiong, Zhan Shi, Chang Chen, Dong Liu, Zheng-Jun Zha, Feng Wu, Kaixuan Wei, Tao Zhang, Lizhi Wang, Ying Fu, Koushik Nagasubramanian, Asheesh K. Singh, Arti Singh, Soumik Sarkar, Baskar Ganapathysubramanian |