aiihn

annotated_deep_learning_paper_implementations

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

InvokeAI

Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, and serves as the foundation for multiple commercial products.

DALLE2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

learning_research

本人的科研经验

thorough-pytorch

PyTorch入门教程，在线阅读地址：https://datawhalechina.github.io/thorough-pytorch/

CSSummerCamp2024

2024年计算机保研夏令营&冬令营通知

torchsde

Differentiable SDE solvers with GPU support and efficient sensitivity analysis.

FoundationPose

[CVPR 2024 Highlight] FoundationPose: Unified 6D Pose Estimation and Tracking of Novel Objects

conditional-flow-matching

TorchCFM: a Conditional Flow Matching library

gsgen

[CVPR 2024] Text-to-3D using Gaussian Splatting

LucidDreamer

Official implementation of "LucidDreamer: Towards High-Fidelity Text-to-3D Generation via Interval Score Matching"

Attend-and-Excite

Official Implementation for "Attend-and-Excite: Attention-Based Semantic Guidance for Text-to-Image Diffusion Models" (SIGGRAPH 2023)

piecewise-rectified-flow

PeRFlow: Piecewise Rectified Flow as Universal Plug-and-Play Accelerator (NeurIPS 2024)

LLM-groundedDiffusion

LLM-grounded Diffusion: Enhancing Prompt Understanding of Text-to-Image Diffusion Models with Large Language Models (LLM-grounded Diffusion: LMD, TMLR 2024)

BIT-CS-Learning

保存一下我自己整理的北理工计科的学习资料，欢迎分享资源

LayoutGPT

Official repo for LayoutGPT

HITCS

哈尔滨工业大学计算机课程资料与实验HITCS课程资料交流群：824815970

BIT-CS

北京理工大学计算机学院课程代码/历年试卷/知识点总结等，欢迎PR

Cap3D

[NeurIPS 2023] Scalable 3D Captioning with Pretrained Models

ect

Consistency Models Made Easy

consistency_flow_matching

Official Implementation for "Consistency Flow Matching: Defining Straight Flows with Velocity Consistency"

dgm-eval

Codebase for evaluation of deep generative models as presented in Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models

treefun

A tree diagram (SVG) generator.

distill_diffusion

Implementation of the 2023 CVPR Award Candidate: On Distillation of Guided Diffusion Models

prompt2prompt

BOSS

[ICLR 2024] Official implementation of Bellman Optimal Stepsize Straightening of Flow-Matching Models

BIT-CS

北京理工大学-计算机科学与技术-计科课程资料-持续更新

chatgpt-prompts-for-academic-writing-zh

关于 ChatGPT Prompts for Academic Writing 的中文理解

improved_consistency_models_cifar10_pytorch

fmx

Conditional Flow Matching using JAX