alexfrom0815

Awesome-Diffusion-Models

A collection of resources and papers on Diffusion Models

Dreambooth-Stable-Diffusion

Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

guided-diffusion

DiT

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

SupContrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

DI-engine

OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

Awesome-LLM-Robotics

A comprehensive list of papers using large language/multi-modal models for Robotics/RL, including papers, codes, and related websites

SVGnest

An open source vector nesting tool

SimCLR

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

One-2-3-45

[NeurIPS 2023] Official code of "One-2-3-45: Any Single Image to 3D Mesh in 45 Seconds without Per-Shape Optimization"

Magic123

[ICLR24] Official PyTorch Implementation of Magic123: One Image to High-Quality 3D Object Generation Using Both 2D and 3D Diffusion Priors

MetaTransformer

Meta-Transformer for Unified Multimodal Learning

awesome-model-based-RL

A curated list of awesome model based RL resources (continually updated)

dreamer

Dream to Control: Learning Behaviors by Latent Imagination

Conditional_Diffusion_MNIST

Conditional diffusion model to generate MNIST. Minimal script. Based on 'Classifier-Free Diffusion Guidance'.

ilvr_adm

ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models (ICCV 2021 Oral)

PlaNet

Deep Planning Network: Control from pixels by latent planning with learned dynamics

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Models in PyTorch

tetris_mcts

MCTS project for Tetris

tdmpc

Code for "Temporal Difference Learning for Model Predictive Control"

rl-mpc-locomotion

Deep RL for MPC control of Quadruped Robot Locomotion

dreamerv2

Pytorch implementation of Dreamer-v2: Visual Model Based RL Algorithm.

MCTS

Python Implementations of Monte Carlo Tree Search

dex-retargeting

M2PT

[CVPR'24] Multimodal Pathway: Improve Transformers with Irrelevant Data from Other Modalities

Job_Shop_Scheduling_Benchmark_Environments_and_Instances

A benchmarking repo with various solution methods to various machine scheduling problems

PropNet

[ICRA 2019] Propagation Networks for Model-based Control Under Partial Observation

Packing-Tools

This repo share our packing tools to provide research convenience for beginners, which includes packing shape processing, rendering tools, and simulation scenarios.

LOMPO

Official Codebase for Offline Reinforcement Learning from Images with Latent Space Models