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Anish Madan's Projects

adversarial-attacks-pytorch icon adversarial-attacks-pytorch

This repository contains implementation of 4 adversarial attacks : FGSM, Basic Iterative Method, Projected Gradient Descent(Madry's Attack), and Carlini Wagner's L2 attack. Also contained is the code to visualise it, along with a detailed report and a poster explaining the various attacks.

b-small icon b-small

This repo contains code for the paper: "B-SMALL: A Bayesian Neural Network approach to Sparse Model-Agnostic Meta-Learning".

c3vqg-official icon c3vqg-official

This repository contains code for the paper "C3VQG: Category Consistent Cyclic Visual Question Generation".

cleverhans icon cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

deeplearning.ai-summary icon deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai course. I've enjoyed every little bit of the course hope you enjoy my notes too.

foundational_fsod icon foundational_fsod

This repository contains the implementation for the paper "Revisiting Few Shot Object Detection with Vision-Language Models"

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

maml-pytorch icon maml-pytorch

Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)

mmdetection3d icon mmdetection3d

OpenMMLab's next-generation platform for general 3D object detection.

nerfies icon nerfies

This is the code for Deformable Neural Radiance Fields, a.k.a. Nerfies.

ners icon ners

Code for "NeRS: Neural Reflectance Surfaces for Sparse-View 3D Reconstruction in the Wild," in NeurIPS 2021

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