Soumya Mazumdar

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Architecture Design (Transformers, SSMs, MoE) (1)Computer Vision (1)Training Efficiency & Optimization (1)

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Vineet Kumar Rakesh (1)Tapas Samanta (1)Hemendra Kumar Pandey (1)Amitabha Das (1)

Papers (1)

Jul 31, 2025

Vineet Kumar Rakesh +4Jul 31, 2025

Analysis of Hyperparameter Optimization Effects on Lightweight Deep Models for Real-Time Image Classification

Hyperparameter tuning can boost the accuracy of lightweight image classification models by up to 3.5% and unlock real-time performance on edge devices.

Vineet Kumar Rakesh, Soumya Mazumdar, Tapas Samanta +2

Architecture Design (Transformers, SSMs, MoE)Computer Vision Training Efficiency & Optimization

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Soumya Mazumdar

Research focus

Frequent co-authors

Papers (1)