Sourav Mishra

Employment

• Indian Institute of Science Bangalore PhD Student
  2021 - Present

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (11)

• A neuro-inspired approach for Continual Multi-Label Learning with evolving spiking networks
  Engineering Applications of Artificial Intelligence 2025 DOI: 10.1016/j.engappai.2025.111889
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• REAct: Rational Exponential Activation for Better Learning and Generalization in PINNs
  ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2025 DOI: 10.1109/icassp49660.2025.10887788
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• Data-Driven Coefficient Estimation for Autonomous Underwater Vehicle Depth Subsystem
  2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC) 2024 DOI: 10.1109/smc54092.2024.10830948
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• Improved Imbalance Resilience in Continual Multi-Label Classification with Adaptive Margin Spiking Neural Networks
  2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC) 2024 DOI: 10.1109/smc54092.2024.10831419
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• PINGS: Physics Informed Networks with Guided Supermasks for Sequential PDE Solving
  2024 International Joint Conference on Neural Networks (IJCNN) 2024 DOI: 10.1109/ijcnn60899.2024.10651548
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• A Neuro-Inspired Approach for Continual Multi-Label Learning with Evolving Spiking Networks
  2024 DOI: 10.2139/ssrn.4930029
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• Towards Improved Imbalance Robustness in Continual Multi-Label Learning with Dual Output Spiking Architecture (DOSA)
  2024 DOI: 10.48550/ARXIV.2402.04596
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• A Memory-Free Evolving Bipolar Neural Network for Efficient Multi-Label Stream Learning
  ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2023 DOI: 10.1109/icassp49357.2023.10095002
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• Self Regulated Learning Mechanism for Data Efficient Knowledge Distillation
  2021 International Joint Conference on Neural Networks (IJCNN) 2021 DOI: 10.1109/ijcnn52387.2021.9534080
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• Network Based Multi-Bot Awareness
  2021 International Conference on COMmunication Systems & NETworkS (COMSNETS) 2021 DOI: 10.1109/comsnets51098.2021.9352810
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