A demonstration of the attention mechanism with some toy experiments and explanations.

Learning ReLU INRs with B-spline wavelets.

Official repository for CMU Machine Learning Department's 10717: "The Art of the Paper".

Blessed is an easy, practical library for making python terminal apps

A curated list of resources on implicit neural representations.

The Art of Debugging

Development repository for the Triton language and compiler

It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced research…

A simple Newton-Raphson optimizer in JAX.

Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/

Turn (almost) any Python command line program into a full GUI application with one line

Codebase for the Recognize Anything Model (RAM)

Collection of advice for prospective and current PhD students

List of AI Residency Programs

A collection of papers on the topic of ``Computer Vision in the Wild (CVinW)''

~~ x * ReID + y * Dist + z * Size ~~

Python implementation of multi-object tracking using min-cost flow

Understanding Deep Learning - Simon J.D. Prince

awesome grounding: A curated list of research papers in visual grounding

Referring Expression Datasets API

Quick definitions and intuitive explanations around machine learning.

Official repository of OFA (ICML 2022). Paper: OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework

An exact and efficient min-cost flow algorithm for data-association in multi-object tracking

Circulation Network based Data-association for Multi-object Tracking

Fast Single View and Multiview Multi Object Tracking Using Minimum Cost Maximum Flow Formulation

Master the command line, in one page

Resources for Multiple Object Tracking (MOT)