Souvik Kundu

Mixture of Agents · Reasoning Models · Inference Efficiency and Optimizations for LLMs · Long context Understanding and Reasoning of LLMs · Mixture of Experts · Pruning of DNN Model for Computer vision and NLP · Federated Learning for Resource-constrained Edge · Model and Data Privacy in Deep Learning · Brain-Inspired Spiking Neural Network Training and Compression Algorithms · Efficient Training of Robust DNNs against Adversarial Attacks · Machine Learning Architectures