Karttikeya Manglam's repositories

minREV

A simple minimal implementation of Reversible Vision Transformers

awesome-human-pose-prediction

A selection of State Of The Art research papers (and code) on human locomotion (pose + trajectory) prediction (forecasting)

karttikeya.github.io

Public Website

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Shallow_to_Deep

This is the public repository containing all the code used for the experiments in the paper.

Hybrid-Recommendation-Engines

Repository for recommendation engines using Restricted Boltzmann Machines and Recommender Enginers

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Bitwise-CA-Operations

Code for the paper : Bitwise Operations of Cellular Automaton on Gray Scale Images

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SlowFast

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

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academic-kickstart

📝 Easily create a beautiful website using Academic, Hugo, and Netlify

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DevFest

All code written during the 24 hour hackathon @ Google Devfest '16 -- Winning entry

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DiT

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

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EE558-NT-DS-EPFL-Fall17

Repository for code, Course: A Network Tour of Data Science, EPFL, Fall 2017

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einops

Deep learning operations reinvented (for pytorch, tensorflow, chainer, gluon and others)

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EPFL-Network-Tour

The code repo for course project in EE558: A network tour of Data Science

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ML-CV-Courses

This repository contains solutions to the Coursera course - Neural Network for Machine Learning taught by Geoffrey Hinton for the session : May-August 2017. It contains solutions to all programming assigments along with the data and help-code and instructions provided. Apart from the skeleton-code, all other code is self-written.

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papers

Summaries of machine learning papers

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Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

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tikz_cnn

Macro to draw architecture of convolutional neural nets in tikz.

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vpt

❄️🔥 Visual Prompt Tuning [ECCV 2022] https://arxiv.org/abs/2203.12119

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