BecomingLit: Relightable Gaussian Avatars with Hybrid Neural Shading

PBR-SR: Mesh PBR Texture Super Resolution from 2D Image Priors

Pixel3DMM: Versatile Screen-Space Priors for Single-Image 3D Face Reconstruction

LinPrim: Linear Primitives for Differentiable Volumetric Rendering

SHeaP: Self-Supervised Head Geometry Predictor Learned via 2D Gaussians

IntrinsiX: High-Quality PBR Generation using Image Priors

Animating the Uncaptured: Humanoid Mesh Animation with Video Diffusion Models

MeshPad: Interactive Sketch Conditioned Artistic-designed Mesh Generation and Editing

Avat3r: Large Animatable Gaussian Reconstruction Model for High-fidelity 3D Head Avatars

GAF: Gaussian Avatar Reconstruction from Monocular Videos via Multi-view Diffusion

PrEditor3D: Fast and Precise 3D Shape Editing

GaussianSpeech: Audio-Driven Gaussian Avatars

L3DG: Latent 3D Gaussian Diffusion (SIGGRAPH Asia'24)

GGHead: Fast and Generalizable 3D Gaussian Heads (SIGGRAPH Asia'24)

3DGS-LM: Faster Gaussian-Splatting Optimization with Levenberg-Marquardt

NPGA: Neural Parametric Gaussian Avatars (SIGGRAPH Asia'24)

Mesh2NeRF: Direct Mesh Supervision for Neural Radiance Field Representation and Generation (ECCV'24)

CVPR 2024 Paper Compilation - TUM Visual Computing Lab & Collaborators

LightIt: Illumination Modeling and Control for Diffusion Models (CVPR'24)

ViewDiff: 3D-Consistent Image Generation with Text-To-Image Models

Motion2VecSets: 4D Latent Vector Set Diffusion for Non-rigid Shape Reconstruction and Tracking

Intrinsic Image Diffusion for Single-view Material Estimation

PolyDiff: Generating 3D Polygonal Meshes with Diffusion Models

FaceTalk: Audio-Driven Motion Diffusion for Neural Parametric Head Models

MonoNPHM: Dynamic Head Reconstruction from Monocular Videos

DPHMs: Diffusion Parametric Head Models for Depth-based Tracking

GaussianAvatars: Photorealistic Head Avatars with Rigged 3D Gaussians

DiffusionAvatars: Deferred Diffusion for High-fidelity 3D Head Avatars

SceneTex: High-Quality Texture Synthesis for Indoor Scenes via Diffusion Priors

MeshGPT: Generating Triangle Meshes with Decoder-Only Transformers

TriPlaneNet: An Encoder for EG3D Inversion (WACV'24)

ICCV 2023 Paper Compilation - TUM Visual Computing Lab & Collaborators

GANeRF: Leveraging Discriminators to Optimize Neural Radiance Fields (SIGGRAPH Asia'2023)

End2End Multi-View Feature Matching with Differentiable Pose Optimization (ICCV'2023)

How to Boost Face Recognition with StyleGAN? (ICCV'2023)

SIGGRAPH 2023 Paper Compilation - TUM Visual Computing Lab & Collaborators

HyperDiffusion: Generating Implicit Neural Fields with Weight-Space Diffusion (ICCV'2023)

Text2Room: Extracting Textured 3D Meshes from 2D Text-to-Image Models (ICCV'2023)

Text2Tex: Text-driven Texture Synthesis via Diffusion Models (ICCV'2023)

Introduction to Deep Learning (I2DL 2023) - 5. Scaling Optimization

Introduction to Deep Learning (I2DL 2023) - 12. Advanced DL Topics

Introduction to Deep Learning (I2DL 2023) - 11. RNNs and Transformers

Introduction to Deep Learning (I2DL 2023) - 10. Architectures

Introduction to Deep Learning (I2DL 2023) - 9. Convolutional Neural Networks

Introduction to Deep Learning (I2DL 2023) - 8. Augmentation and Regularization

Introduction to Deep Learning (I2DL 2023) - 7. Losses and Activations

Introduction to Deep Learning (I2DL 2023) - 6. Training Neural Networks

Introduction to Deep Learning (I2DL 2023) - 4. Optimization and Backprop

Introduction to Deep Learning (I2DL 2023) - 3. Intro Neural Networks

Introduction to Deep Learning (I2DL 2023) - 2. ML Basics

Introduction to Deep Learning (I2DL 2023) - 1. Introduction

CVPR 2023 Paper Compilation - TUM Visual Computing Lab & Collaborators

ClipFace: Text-guided Editing of Textured 3D Morphable Models (SIGGRAPH'23)

NeRSemble: Multi-view Radiance Field Reconstruction of Human Heads (SIGGRAPH'23)

Learning Neural Parametric Head Models (CVPR'2023)

ObjectMatch: Robust Registration using Canonical Object Correspondences (CVPR'2023)

Panoptic Lifting for 3D Scene Understanding with Neural Fields (CVPR'2023)

DiffRF: Rendering-guided 3D Radiance Field Diffusion (CVPR'2023)

Learning 3D Scene Priors with 2D Supervision (CVPR'2023)

High-Res Facial Appearance Capture from Polarized Smartphone Images (CVPR'2023)