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Starred repositories
[Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled Training; Rollout Metrics)
A Library for Advanced Neural PDE Solvers.
This is a repo to track the latest autoregressive visual generation papers.
SEED-Voken: A Series of Powerful Visual Tokenizers
Open Source Implementation of Dual Modality MAGVIT2 Tokenizer
Open-Sora: Democratizing Efficient Video Production for All
[ICLR 2025] Autoregressive Video Generation without Vector Quantization
Code for visualizing the loss landscape of neural nets
This repository is the official project page of the course AI in the Sciences and Engineering, ETH Zurich.
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
A simple tutorial of Variational AutoEncoders with Pytorch
A Collection of Variational Autoencoders (VAE) in PyTorch.
Code for paper "Multiple Physics Pretraining for Physical Surrogate Models
[NeurIPS 2024 Best Paper][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ult…
Describing the Canon CR3 fileformat from Canon M50 / EOS R / SX70 HS / EOS RP...
This repository contains the code for reproducing the results in the paper "Loss Landscape Engineering via Data Regulation on PINNs"
PINNs-Torch, Physics-informed Neural Networks (PINNs) implemented in PyTorch.
Implementation of DATS -- Difficulty-Aware Task Sampler for Meta-Learning Physics-Informed Neural Networks -- ICLR 2024
PinnDE: A Python library for solving differential equations with physics informed neural networks and deep operator networks
Python script for Linear, Non-Linear Convection, Burger’s & Poisson Equation in 1D & 2D, 1D Diffusion Equation using Standard Wall Function, 2D Heat Conduction Convection equation with Dirichlet & …