| 2025 | DATE | Intelligent Sensing-to-Action for Robust Autonomy at the Edge: Opportunities and Challenges. | Amit Ranjan Trivedi, Sina Tayebati, Hemant Kumawat, Nastaran Darabi, Divake Kumar, Adarsh Kumar Kosta, Yeshwanth Venkatesha, Dinithi Jayasuriya, Nethmi Jayasinghe, Priyadarshini Panda, Saibal Mukhopadhyay, Kaushik Roy |
| 2024 | DATE | Unearthing the Potential of Spiking Neural Networks. | Sayeed Shafayet Chowdhury, Adarsh Kumar Kosta, Deepika Sharma, Marco Paul E. Apolinario, Kaushik Roy |
| 2024 | IROS | Best of Both Worlds: Hybrid SNN-ANN Architecture for Event-based Optical Flow Estimation. | Shubham Negi, Deepika Sharma, Adarsh Kumar Kosta, Kaushik Roy |
| 2023 | CVPR | Live Demonstration: ANN vs SNN vs Hybrid Architectures for Event-based Real-time Gesture Recognition and Optical Flow Estimation. | Adarsh Kumar Kosta, Marco Paul E. Apolinario, Kaushik Roy |
| 2023 | DAC | Lightning Talk: A Perspective on Neuromorphic Computing. | Deepika Sharma, Adarsh Kumar Kosta, Kaushik Roy |
| 2023 | ICRA | Adaptive-SpikeNet: Event-based Optical Flow Estimation using Spiking Neural Networks with Learnable Neuronal Dynamics. | Adarsh Kumar Kosta, Kaushik Roy |
| 2023 | IROS | AcouSkin: Full Surface Contact localization Using Acoustic Waves. | Adarsh Kumar Kosta, Alexis Burns, Siddharth Rupavatharam, Caleb Escobedo, Daewon Lee, Richard E. Howard, Larry D. Jackel, Volkan Isler |
| 2022 | ICRA | RAPID-RL: A Reconfigurable Architecture with Preemptive-Exits for Efficient Deep-Reinforcement Learning. | Adarsh Kumar Kosta, Malik Aqeel Anwar, Priyadarshini Panda, Arijit Raychowdhury, Kaushik Roy |
| 2022 | ICRA | Fusion-FlowNet: Energy-Efficient Optical Flow Estimation using Sensor Fusion and Deep Fused Spiking-Analog Network Architectures. | Chankyu Lee, Adarsh Kumar Kosta, Kaushik Roy |
| 2021 | DATE | Exploring Spike-Based Learning for Neuromorphic Computing: Prospects and Perspectives. | Nitin Rathi, Amogh Agrawal, Chankyu Lee, Adarsh Kumar Kosta, Kaushik Roy |