kamranisg

generalization

Code for evaluating and measuring the capacity of models for image classification to generalize to unseen classes (in terms of separability) within the same domain.

Cross-Version-MPE

Accompanying code for "Utilizing Cross-Version Consistency for Domain Adaptation: A Case Study on Music Audio" in Tiny Papers @ ICLR, 2024

condensed-sparsity

[ICLR 2024] Dynamic Sparse Training with Structured Sparsity

Awesome-Diffusion-Models-in-Medical-Imaging

Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)

python_for_image_processing_APEER

https://www.youtube.com/playlist?list=PLHae9ggVvqPgyRQQOtENr6hK0m1UquGaG

nnUNet

CV2-Multiple-View-Geometry

Computer Vision course at Technical University of Munich

cockpit

Cockpit: A Practical Debugging Tool for Training Deep Neural Networks

awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

awesome-self-supervised-gnn

Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).

cramming

Cramming the training of a (BERT-type) language model into limited compute.

Awesome-CLIP

Awesome list for research on CLIP (Contrastive Language-Image Pre-Training).

best_AI_papers_2022

A curated list of the latest breakthroughs in AI (in 2022) by release date with a clear video explanation, link to a more in-depth article, and code.

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

tiktoken

tiktoken is a fast BPE tokeniser for use with OpenAI's models.

DIG

A library for graph deep learning research

awesome-graph-self-supervised-learning

Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"

stable-diffusion

A latent text-to-image diffusion model

SupCon-Framework

Implementation of Supervised Contrastive Learning with AMP, EMA, SWA, and many other tricks

Deeplearning.ai-Specialization

5 courses of Specialization in Deep Learning taught by Prof.Andrew Ng on Coursera

mediumish-gohugo-theme

A mediumish gohugo theme, ported from jekyll

ScanRefer

[ECCV 2020] ScanRefer: 3D Object Localization in RGB-D Scans using Natural Language

github-readme-stats

:zap: Dynamically generated stats for your github readmes

Generate-Faces

Deep Learning Nanodegree Project 4 | Generate Faces

Python-Automation

flutter-video-chat

flutter-video-chat is a simple front-end combining text-messaging (using Google Firebase) and video chat (using Agora.io for Flutter).

flutter-examples

[Examples] Simple basic isolated apps, for budding flutter devs.

ltiao.github.io.nikola

Personal Website