bxz9200

CLPA

UltraClean

3DCommonCorruptions

3D Common Corruptions and Data Augmentation, CVPR 2022 [Oral]

adv-training-corruptions

On the effectiveness of adversarial training against common corruptions [UAI 2022]

Awesome-Transformer-Attention

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

BackdoorBench

bxz9200.github.io

Under Construction

DiT

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

dspy

DSPy: The framework for programming—not prompting—foundation models

easyrobust

EasyRobust: an Easy-to-use library for state-of-the-art Robust Computer Vision Research with PyTorch.

FAN

Official PyTorch implementation of Fully Attentional Networks

frequency-backdoor

ICCV 2021, We find most existing triggers of backdoor attacks in deep learning contain severe artifacts in the frequency domain. This Repo. explores how we can use these artifacts to develop stronger backdoor defenses and attacks.

GAN-for-tabular-data

We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review and examine some recent papers about tabular GANs in action.

generative-ai-for-beginners

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

imagen-pytorch

Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch

kornia

Open Source Differentiable Computer Vision Library

LLaVA

[NeurIPS'23 Oral] Visual Instruction Tuning: LLaVA (Large Language-and-Vision Assistant) built towards GPT-4V level capabilities.

Machine-Learning-Interviews

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

MachineLearningPlayground

Implementation of basic mathematical pattern recognition/machine learning techniques for fun

mem0

The memory layer for Personalized AI

netron

Visualizer for neural network, deep learning, and machine learning models

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

storm

An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.

Transformer-Explainability

[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

TransNeXt

Code release for TransNeXt model

ttt-lm-pytorch

Official PyTorch implementation of Learning to (Learn at Test Time): RNNs with Expressive Hidden States

VCoder

VCoder: Versatile Vision Encoders for Multimodal Large Language Models, arXiv 2023 / CVPR 2024

VideoGPT

ViT-pytorch

Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)

vit-pytorch-playground

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch