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Minglin-Chen
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[CSUR] A Survey on Video Diffusion Models
[SIGGRAPH Asia 2024 (Journal Track)] StableNormal: Reducing Diffusion Variance for Stable and Sharp Normal
Text2Room generates textured 3D meshes from a given text prompt using 2D text-to-image models (ICCV2023).
A generative world for general-purpose robotics & embodied AI learning.
Parallelized triangle mesh --> continuous signed distance field on CPU
[NeurIPS 2024] SceneCraft: Layout-Guided 3D Scene Generation
DreamScene: 3D Gaussian-based Text-to-3D Scene Generation via Formation Pattern Sampling
From anything to mesh like human artists. Official impl. of "MeshAnything V2: Artist-Created Mesh Generation With Adjacent Mesh Tokenization"
[ICCV 2023 Oral] "FateZero: Fusing Attentions for Zero-shot Text-based Video Editing"
Unified Efficient Fine-Tuning of 100 LLMs (ACL 2024)
Official inference repo for FLUX.1 models
The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.
CUDA accelerated rasterization of gaussian splatting
[NeurIPS 2024] Depth Anything V2. A More Capable Foundation Model for Monocular Depth Estimation
Nvdiffrast - Modular Primitives for High-Performance Differentiable Rendering
📚 A collection of sketch based application papers.
DN-Splatter: Depth and Normal Priors for Gaussian Splatting and Meshing
Curated list of papers and resources focused on 3D Gaussian Splatting, intended to keep pace with the anticipated surge of research in the coming months.
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
Fast and memory-efficient exact attention
Hackable and optimized Transformers building blocks, supporting a composable construction.
Official code for DreamEditor: Text-Driven 3D Scene Editing with Neural Fields (Siggraph Asia 2023)
PyTorch code and models for the DINOv2 self-supervised learning method.
An open source implementation of CLIP.
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
InstantMesh: Efficient 3D Mesh Generation from a Single Image with Sparse-view Large Reconstruction Models