Pinned Repositories
mico-first-principles
Our submission for the Microsoft Membership Inference Competion at SaTML 2023
reproduction-review-kd
Reproduction of the CVPR'21 paper Distilling Knowledge via Knowledge Review for the ML Reproducibility Challenge 2021
AIKavach
BOSCH-MODEL-EXTRACTION-ATTACK-FOR-VIDEO-CLASSIFICATION
Winning solution of 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
re_DSRS
Articles-I-wrote
knowledge_distillation_implemented
pyTorch implementation of the knowledge distillation to train a compact network to perform much better than it would have by "normal training".
MUSIC-GENRE-CLASSIFICATION
Spatial_Transformer_Implementation
papers_we_read
Summaries for exciting works in the field of Deep Learning.
mr-sarthakgupta's Repositories
mr-sarthakgupta/knowledge_distillation_implemented
pyTorch implementation of the knowledge distillation to train a compact network to perform much better than it would have by "normal training".
mr-sarthakgupta/NeuS_experiments
mr-sarthakgupta/adobe-behaviour-simulation
mr-sarthakgupta/distance_based_extraction_eval
mr-sarthakgupta/efficient_road_damage_detection
mr-sarthakgupta/extraction_attack_eval
mr-sarthakgupta/inter_iit_object_estimation
mr-sarthakgupta/mr-sarthakgupta.github.io
mr-sarthakgupta/rainbow_exps
mr-sarthakgupta/adversarial_lab
Web-based Tool for visualisation and generation of adversarial examples by attacking ImageNet Models like VGG, AlexNet, ResNet etc.
mr-sarthakgupta/BOSCH-MODEL-EXTRACTION-ATTACK-FOR-VIDEO-CLASSIFICATION
mr-sarthakgupta/BOSCH-MODEL-EXTRACTION-ATTACK-FOR-VIDEO-CLASSIFICATION-1
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
mr-sarthakgupta/ClipBased-SyntheticImageDetection
mr-sarthakgupta/distill_dsrs
mr-sarthakgupta/dockers_from_gawd
mr-sarthakgupta/finetune-and-attack
mr-sarthakgupta/Lecture-Assignments-Y22
Repo for submitting lecture/discussion assignments (y22)
mr-sarthakgupta/MAZE
Implementation of the paper "MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation".
mr-sarthakgupta/mico-first-principles
Our submission for the Microsoft Membership Inference Competion at SaTML 2023
mr-sarthakgupta/ML_for_beginners
mr-sarthakgupta/mr-sarthakgupta
Config files for my GitHub profile.
mr-sarthakgupta/optimum
🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools
mr-sarthakgupta/pymc
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara
mr-sarthakgupta/pytorchvideo
A deep learning library for video understanding research.
mr-sarthakgupta/rddc2020
road damage detection challenge 2020
mr-sarthakgupta/reading-group
Discussions on papers, frameworks, blogs and ideas every Saturday.
mr-sarthakgupta/SLIT
Single Layer Individual Training
mr-sarthakgupta/transformers.js
State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!
mr-sarthakgupta/trojan_detection
mr-sarthakgupta/Video-Swin-Transformer
This is an official implementation for "Video Swin Transformers".