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Max Planck Institute for Intelligent Systems
- Tübingen, Germany
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TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients.
Official implementation of "Controlling Text-to-Image Diffusion by Orthogonal Finetuning".
Generative Models by Stability AI
PyTorch implementation for the paper Equivariant Point Network for 3D Point Cloud Analysis (CVPR2021).
Text-to-3D & Image-to-3D & Mesh Exportation with NeRF + Diffusion.
An open-source framework for training large multimodal models.
Official repo for consistency models.
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.
Code Release for DiffusionRig (CVPR 2023)
Score Jacobian Chaining: Lifting Pretrained 2D Diffusion Models for 3D Generation (CVPR 2023)
An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
A procedural Blender pipeline for photorealistic training image generation
Instruct-tune LLaMA on consumer hardware
Code and documentation to train Stanford's Alpaca models, and generate the data.
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
Using Low-rank adaptation to quickly fine-tune diffusion models.
Zero-shot Image-to-Image Translation [SIGGRAPH 2023]
PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation
Multiview Compressive Coding for 3D Reconstruction
Official code of "HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation", CVPR 2021
An easy-to-use Python library for processing and manipulating 3D point clouds and meshes.
Official code release for ICCV 2021 paper SNARF: Differentiable Forward Skinning for Animating Non-rigid Neural Implicit Shapes.
GUI for visualization and interactive editing of SMPL-family body models ie. SMPL, SMPL-X, MANO, FLAME.
Project page of paper "Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning"
Towards Racially Unbiased Skin Tone Estimation via Scene Disambiguation (ECCV2022)
High-Resolution Image Synthesis with Latent Diffusion Models