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《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gan…
PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
Convolutional Neural Networks to predict the aesthetic and technical quality of images.
Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback
Latent Point Diffusion Models for 3D Shape Generation
Pytorch implementation of DCGAN, WGAN-CP, WGAN-GP
[NeurIPS'21] Shape As Points: A Differentiable Poisson Solver
Official repository for the paper "Instance-Conditioned GAN" by Arantxa Casanova, Marlene Careil, Jakob Verbeek, Michał Drożdżal, Adriana Romero-Soriano.
LLM-grounded Diffusion: Enhancing Prompt Understanding of Text-to-Image Diffusion Models with Large Language Models (LLM-grounded Diffusion: LMD)
A pipeline to reconstruct 3d meshes based on Neural Radiance Fields
CVPR 2024: Language Guided Generation of 3D Embodied AI Environments.
Code for Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data, ICCV 2019
[CVPR 2023] Diffusion-SDF: Text-to-Shape via Voxelized Diffusion
Implementation of "Deep Implicit Templates for 3D Shape Representation"
The official implementation for "Diffusion Probabilistic Models for Scene-Scale 3D Categorical Data"
Deformed Implicit Field: Modeling 3D Shapes with Learned Dense Correspondence CVPR 2021
MVP Benchmark for Multi-View Partial Point Cloud Completion and Registration
Official implementation of the NeurIPS22 paper "HUMANISE: Language-conditioned Human Motion Generation in 3D Scenes"
Official repository for "PosterLayout: A New Benchmark and Approach for Content-aware Visual-Textual Presentation Layout" (CVPR 2023).
Pytorch Implementation of "SSR-Encoder: Encoding Selective Subject Representation for Subject-Driven Generation"(CVPR 2024)