| 2025 | ICASSP | REAct: Rational Exponential Activation for Better Learning and Generalization in PINNs. | Sourav Mishra, Shreya Hallikeri, Suresh Sundaram |
| 2024 | IJCNN | PINGS: Physics Informed Networks with Guided Supermasks for Sequential PDE Solving. | Sourav Mishra, Rudrashis Majumder, Suresh Sundaram |
| 2024 | SMC | Improved Imbalance Resilience in Continual Multi-Label Classification with Adaptive Margin Spiking Neural Networks. | Sourav Mishra, Shirin Dora, Suresh Sundaram |
| 2024 | SMC | Data-Driven Coefficient Estimation for Autonomous Underwater Vehicle Depth Subsystem. | Sourav Mishra, Rajini Makam, Suresh Sundaram |
| 2023 | ICASSP | A Memory-Free Evolving Bipolar Neural Network for Efficient Multi-Label Stream Learning. | Sourav Mishra, Suresh Sundaram |
| 2022 | ICONIP | Automatic Firearm Detection in Images and Videos Using YOLO-Based Model. | Sourav Mishra, Vijay Kumar Chaurasiya |
| 2021 | COMSNETS | Network Based Multi-Bot Awareness. | G. Dhanaprakaash, Bishal Jaiswal, Srikrishna Acharya, Anush Kumar, Aruul Mozhi Varman S, Kavish Shah, Mohitvishnu Srinivas Gadde, Sourav Mishra, Aditya Gopalan, Bharadwaj Amrutur, Himanshu Tyagi, Preetam Patil, Raghu Krishnapuram, Soumya Subhra Banerjee, Suresh Sundaram |
| 2021 | IJCNN | Self Regulated Learning Mechanism for Data Efficient Knowledge Distillation. | Sourav Mishra, Suresh Sundaram |
| 2019 | CVPR | Interpreting Fine-Grained Dermatological Classification by Deep Learning. | Sourav Mishra, Hideaki Imaizumi, Toshihiko Yamasaki |
| 2019 | MVA | Improving image classifiers for small datasets by learning rate adaptations. | Sourav Mishra, Toshihiko Yamasaki, Hideaki Imaizumi |