Kewen Wu's repositories
assignment3
Volume Rendering, Neural Radiance Fields, Neural Surfaces
assignment4
3D Gaussian Splatting and Diffusion Guided Optimization
cmu-latex-hw-template
A LaTeX template for homework assignments, used widely at CMU.
DiffPIR
"Denoising Diffusion Models for Plug-and-Play Image Restoration", Yuanzhi Zhu, Kai Zhang, Jingyun Liang, Jiezhang Cao, Bihan Wen, Radu Timofte, Luc Van Gool.
diffusers
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.
DiffusionDPO
Code for "Diffusion Model Alignment Using Direct Preference Optimization"
dreamerv3-pytorch
Implementation of Dreamer v3, Deepmind's first neural network that was able to learn to collect diamonds in Minecraft, in Pytorch
dsr-rl
[CoRL 2020] Learning 3D Dynamic Scene Representations for Robot Manipulation
k101w.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
guided-diffusion-sxela
openai guided diffusion tweaks
KAIR
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
LfID
On the Learning Mechanisms in Physical Reasoning, NeurIPS 2022.
LfID_Page
The project page of LfID
MDT
Masked Diffusion Transformer is the SOTA for image synthesis. (ICCV 2023)
Micemaze_data
Code and data to accompany the Rosenberg 2021 Preprint
phyre_ODE
PHYRE is a benchmark for physical reasoning.
predrnn-pytorch
Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.
Restormer
[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.
stable-baselines3-micemaze
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
StableSR
[IJCV2024] Exploiting Diffusion Prior for Real-World Image Super-Resolution
SwinIR
SwinIR: Image Restoration Using Swin Transformer (official repository)
torchdiffeq_mr
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
world-models
Reimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch
WorldModelsExperiments
World Models Experiments