junthbasnet - Overview

Junth Basnet junthbasnet

Always learning, constantly curious.

Research Interests: LLMs, Probabilistic Machine Learning, Deep Generative Modeling, Computer Vision, Medical Imaging

heteroscedastic-nn

Python
🚸⛔Novel Deep Convolutional Network is proposed for traffic sign classification that achieves outstanding performance on GTSRB surpassing the best human performance of 98.84%.

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Focal & Global KD (FGD) and Cross-Head KD (CrossKD)

Python
(a1)Mechanistic Interpretability using Transformer Lens (a2) PEFT

Jupyter Notebook
Ecommerce API in Django, DRF

Python
MLP from scratch in numpy, CNN for feature extraction in pytorch

Jupyter Notebook