Sarthak Gupta's Projects
Web-based Tool for visualisation and generation of adversarial examples by attacking ImageNet Models like VGG, AlexNet, ResNet etc.
Work done on model extraction over Vision Transformers such as Video-Swin-T and MoViNeT-A2-Base on Video Action-Recognition tasks under Inter-IIT Tech Meet 10.0
pyTorch implementation of the knowledge distillation to train a compact network to perform much better than it would have by "normal training".
Repo for submitting lecture/discussion assignments (y22)
Implementation of the paper "MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation".
Our submission for the Microsoft Membership Inference Competion at SaTML 2023
Config files for my GitHub profile.
š Accelerate training and inference of š¤ Transformers and š¤ Diffusers with easy to use hardware optimization tools
Summaries of the papers that are discussed by VLG.
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara
A deep learning library for video understanding research.
road damage detection challenge 2020
Discussions on papers, frameworks, blogs and ideas every Saturday.
Single Layer Individual Training