ArtBank: Artistic Style Transfer with Pre-trained Diffusion Model and Implicit Style Prompt Bank (AAAI2024)

Towards Highly Realistic Artistic Style Transfer via Stable Diffusion with Step-aware and Layer-aware Prompt Inversion (IJCAI2024)

Code for "Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models" [TPAMI 2023]

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

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

Bidirectional Multi-Scale Implicit Neural Representations for Image Deraining (CVPR 2024)

[ICML 2024] Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 代码。简体版和繁体版同步更新，English version ongoing

本项目旨在分享大模型相关技术原理以及实战经验（大模型工程化、大模型应用落地）

U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation

Mamba SSM architecture

SwinIR: Image Restoration Using Swin Transformer (official repository)

论文写作与资料分享

[CVPR 2022] Official implementation of the paper "Uformer: A General U-Shaped Transformer for Image Restoration".

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

Official repository of Agent Attention (ECCV2024)

A curated list of awesome computer vision resources

PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]

Curated list of awesome GPTs 👍.

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

✨✨Latest Advances on Multimodal Large Language Models

Official Pytorch implementation of "E2VPT: An Effective and Efficient Approach for Visual Prompt Tuning". (ICCV2023)

GTP engine and self-play learning in Go

[CVPR 2023] Official repository of paper titled "MaPLe: Multi-modal Prompt Learning".

An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks

Prompt Learning for Vision-Language Models (IJCV'22, CVPR'22)

A pytorch implementation of the vector quantized variational autoencoder (https://arxiv.org/abs/1711.00937)

End-to-End Object Detection with Transformers

This is the collection of LLM prompt which collected by Caesar

A GPT-4 AI Tutor Prompt for customizable personalized learning experiences.