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Hemant Kumawat
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Task-driven rgb-lidar fusion for object tracking in resource-efficient autonomous system
K Samal, H Kumawat, P Saha, M Wolf, S Mukhopadhyay
IEEE Transactions on Intelligent Vehicles 7 (1), 102-112, 2021
522021
Radar guided dynamic visual attention for resource-efficient rgb object detection
H Kumawat, S Mukhopadhyay
2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022
112022
A methodology for understanding the origins of false negatives in dnn based object detectors
K Samal, H Kumawat, M Wolf, S Mukhopadhyay
2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022
52022
STEMFold: Stochastic Temporal Manifold for Multi-Agent Interactions in the Presence of Hidden Agents
H Kumawat, B Chakraborty, S Mukhopadhyay
6th Annual Learning for Dynamics & Control Conference 2024 (L4DC 2024), 2024
32024
STAGE Net: Spatio-Temporal Attention-based Graph Encoding for Learning Multi-Agent Interactions in the presence of Hidden Agents
H Kumawat, B Chakraborty, S Mukhopadhyay
Under review as a conference paper at ICLR 2024, 2023
32023
RoboKoop: Efficient Control Conditioned Representations from Visual Input in Robotics using Koopman Operator
H Kumawat, B Chakraborty, S Mukhopadhyay
8th Conference on Robot Learning (CoRL 2024), 2024
22024
AdaCred: Adaptive Causal Decision Transformers with Feature Crediting
H Kumawat, S Mukhopadhyay
24th International Conference on Autonomous Agents and Multiagent Systems …, 2024
12024
ChirpNet: Noise-Resilient Sequential Chirp Based Radar Processing for Object Detection
S Sharma, H Kumawat, S Mukhopadhyay
2024 IEEE/MTT-S International Microwave Symposium-IMS 2024, 102-105, 2024
12024
Cognitive Sensing for Energy-Efficient Edge Intelligence
M Lee, S Sharma, WC Wang, H Kumawat, NM Rahman, S Mukhopadhyay
2024 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2024
12024
Intelligent Sensing-to-Action for Robust Autonomy at the Edge: Opportunities and Challenges
AR Trivedi, S Tayebati, H Kumawat, N Darabi, D Kumar, AK Kosta, ...
2025 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2025
2025
Intelligent Sensing-to-Action for Robust Autonomy at the Edge: Opportunities and Challenges
A Ranjan Trivedi, S Tayebati, H Kumawat, N Darabi, D Kumar, AK Kosta, ...
arXiv e-prints, arXiv: 2502.02692, 2025
2025
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