All NeRF&3DGS-related Papers at CVPR 2024

We've compiled all papers presented at CVPR’24. There are more than 120 (71+58) papers related to NeRF and 3DGS at the CVPR 2024 conference. All papers can be found at NeRF at CVPR and 3DGS at CVPR.

The following is a list of papers with code or paper.

• NeRF
• 3DGS

NeRF at CVPR 2024

Faster Inference

• HybridNeRF: Efficient Neural Rendering via Adaptive Volumetric Surfaces Paper Project

• Neural Super-Resolution for Real-time Rendering with Radiance Demodulation Paper

Semantic Segmentation

• GP-NeRF: Generalized Perception NeRF for Context-Aware 3D Scene Understanding Paper

• GSNeRF: Generalizable Semantic Neural Radiance Fields with Enhanced 3D Scene Understanding Paper

• SANeRF-HQ: Segment Anything for NeRF in High Quality Paper Project

• GARField: Group Anything with Radiance Fields Paper Project

• Aerial Lifting: Neural Urban Semantic and Building Instance Lifting from Aerial Imagery Project

Imaging Tasks

• ADFactory: An Effective Framework for Generalizing Optical Flow with Nerf Paper

• S-DyRF: Reference-Based Stylized Radiance Fields for Dynamic Scenes Paper Project

• Neural Super-Resolution for Real-time Rendering with Radiance Demodulation Paper

• NeRFiller: Completing Scenes via Generative 3D Inpainting Paper Project

Editing

• LAENeRF: Local Appearance Editing for Neural Radiance Fields Paper Project

• SIGNeRF: Scene Integrated Generation for Neural Radiance Fields Paper Project

• NeRF Analogies - Example-Based Visual Attribute Transfer for NeRFs Paper Project

• DynVideo-E: Harnessing Dynamic NeRF for Large-Scale Motion- and View-Change Human-Centric Video Editing Paper Project

• Customize your NeRF: Adaptive Source Driven 3D Scene Editing via Local-Global Iterative Training Paper Project

• Geometry Transfer for Stylizing Radiance Fields Paper Project

• Language-driven Object Fusion into Neural Radiance Fields with Pose-Conditioned Dataset Updates Paper Project

• BerfScene: Bev-conditioned Equivariant Radiance Fields for Infinite 3D Scene Generation Paper Project

Generation&Human

• Cinematic Behavior Transfer via NeRF-based Differentiable Filming Paper Project

• HumanNeRF-SE: A Simple yet Effective Approach to Animate HumanNeRF with Diverse Poses Paper Project

• DynVideo-E: Harnessing Dynamic NeRF for Large-Scale Motion- and View-Change Human-Centric Video Editing Paper Project

• TextNeRF: A Novel Scene-Text Image Synthesis Method based on Neural Radiance Fields Paper Project

Pose Estimation

• Unifying Correspondence, Pose and NeRF for Pose-Free Novel View Synthesis from Stereo Pairs Paper Project

• ICON: Incremental CONfidence for Joint Pose and Radiance Field Optimization Paper

Dynamic

• DynVideo-E: Harnessing Dynamic NeRF for Large-Scale Motion- and View-Change Human-Centric Video Editing Paper Project

• DaReNeRF: Direction-aware Representation for Dynamic Scenes Paper

• S-DyRF: Reference-Based Stylized Radiance Fields for Dynamic Scenes Paper Project

• DyBluRF: Dynamic Neural Radiance Fields from Blurry Monocular Video Paper Project

• VideoRF: Rendering Dynamic Radiance Fields as 2D Feature Video Streams Paper Project

Compression

• TeTriRF: Temporal Tri-Plane Radiance Fields for Efficient Free-Viewpoint Video Paper Project

• VideoRF: Rendering Dynamic Radiance Fields as 2D Feature Video Streams Paper Project

FewShot

• MuRF: Multi-Baseline Radiance Fields Paper Project

• Is Vanilla MLP in Neural Radiance Field Enough for Few-shot View Synthesis? Paper

Inverse Render

• Inverse Rendering of Glossy Objects via the Neural Plenoptic Function and Radiance Fields Project

• SpecNeRF: Gaussian Directional Encoding for Specular Reflections Paper Project

Generalizable

• Entangled View-Epipolar Information Aggregation for Generalizable Neural Radiance Fields Paper Project

• GSNeRF: Generalizable Semantic Neural Radiance Fields with Enhanced 3D Scene Understanding Paper

Others

• Bayes' Rays: Uncertainty Quantification for Neural Radiance Fields Paper Project

• WateRF: Robust Watermarks in Radiance Fields for Protection of Copyrights Paper

• IReNe: Instant Recoloring of Neural Radiance Fields Paper Project

• SOAC: Spatio-Temporal Overlap-Aware Multi-Sensor Calibration using Neural Radiance Fields Paper Project

• PIE-NeRF: Physics-based Interactive Elastodynamics with NeRF Paper Project

• PlatoNeRF: 3D Reconstruction in Plato’s Cave via Single-View Two-Bounce Lidar Paper Project

• L0-Sampler: An L0 Model Guided Volume Sampling for NeRF Paper Project

3DGS at CVPR 2024

Photorealism

• FreGS: 3D Gaussian Splatting with Progressive Frequency Regularization Paper

• VastGaussian: Vast 3D Gaussians for Large Scene Reconstruction Paper Project

• Scaffold-GS: Structured 3D Gaussians for View-Adaptive Rendering Paper Project

• Multi-Scale 3D Gaussian Splatting for Anti-Aliased Rendering Paper

• GaussianShader: 3D Gaussian Splatting with Shading Functions for Reflective Surfaces Paper Project

• Mip-Splatting: Alias-free 3D Gaussian Splatting Paper Project

Efficiency

• GES: Generalized Exponential Splatting for Efficient Radiance Field Rendering Paper Project

• HiFi4G: High-Fidelity Human Performance Rendering via Compact Gaussian Splatting Paper

• Compressed 3D Gaussian Splatting for Accelerated Novel View Synthesis Paper Project

• 3DGStream: On-the-Fly Training of 3D Gaussians for Efficient Streaming of Photo-Realistic Free-Viewpoint Videos Paper Project

• Compact 3D Gaussian Representation for Radiance Field Paper Project

• GPS-Gaussian: Generalizable Pixel-wise 3D Gaussian Splatting for Real-time Human Novel View Synthesis Paper Project

Virtual Humans

• ASH: Animatable Gaussian Splats for Efficient and Photoreal Human Rendering Paper Project

• Animatable Gaussians: Learning Pose-dependent Gaussian Maps for High-fidelity Human Avatar Modeling Paper Project

• Gaussian Head Avatar: Ultra High-fidelity Head Avatar via Dynamic Gaussians Paper Project

• SplattingAvatar: Realistic Real-Time Human Avatars with Mesh-Embedded Gaussian Splatting Paper Project

• Human Gaussian Splatting : Real-time Rendering of Animatable Avatars Paper

• GaussianAvatar: Efficient Animatable Human Modeling from Monocular Video Using Gaussians-on-Mesh Paper Project

• GaussianAvatars: Photorealistic Head Avatars with Rigged 3D Gaussians Paper Project

• 3DGS-Avatar: Animatable Avatars via Deformable 3D Gaussian Splatting Paper Project

• GaussianAvatar: Towards Realistic Human Avatar Modeling from a Single Video via Animatable 3D Gaussians Paper Project

• Relightable Gaussian Avatars Paper Project

• GAvatar: Animatable 3D Gaussian Avatars with Implicit Mesh Learning Paper Project

• GauHuman: Articulated Gaussian Splatting for Real-Time 3D Human Rendering Paper Project

• HUGS: Human Gaussian Splatting Paper Project

• Gaussian Shadow Casting for Neural Characters Paper

• Gaussian Shell Maps for Efficient 3D Human Generation Paper Project

• HumanGaussian: Text-Driven 3D Human Generation with Gaussian Splatting Paper Project

Editing

• GaussianEditor: Swift and Controllable 3D Editing with Gaussian Splatting Paper Project

• GaussianEditor: Editing 3D Gaussians Delicately with Text Instructions Paper Project

• CoGS: Controllable Gaussian Splatting Paper Project

• SC-GS: Sparse-Controlled Gaussian Splatting for Editable Dynamic Scenes Paper Project

• SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering Paper Project

Dynamic

• Spacetime Gaussian Feature Splatting for Real-Time Dynamic View Synthesis Paper Project

• Gaussian-Flow: 4D Reconstruction with Dynamic 3D Gaussian Particle Paper Project

• DrivingGaussian: Composite Gaussian Splatting for Surrounding Dynamic Autonomous Driving Scenes Paper Project

• 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering Paper Project

• Deformable 3D Gaussians for High-Fidelity Monocular Dynamic Scene Reconstruction Paper Project

Generation

• Align Your Gaussians: Text-to-4D with Dynamic 3D Gaussians and Composed Diffusion Models Paper Project

• GaussianDreamer: Fast Generation from Text to 3D Gaussians by Bridging 2D and 3D Diffusion Models Paper Project

• Text-to-3D using Gaussian Splatting Paper Project

• Gaussian Shell Maps for Efficient 3D Human Generation Paper Project

• HumanGaussian: Text-Driven 3D Human Generation with Gaussian Splatting Paper Project

FewShot&Monocular

• DNGaussian: Optimizing Sparse-View 3D Gaussian Radiance Fields with Global-Local Depth Normalization Paper Project

• pixelSplat: 3D Gaussian Splats from Image Pairs for Scalable Generalizable 3D Reconstruction Paper Project

• Triplane Meets Gaussian Splatting: Fast and Generalizable Single-View 3D Reconstruction with Transformers Paper Project

• Neural Parametric Gaussians for Monocular Non-Rigid Object Reconstruction Paper

• GART: Gaussian Articulated Template Models Paper Project

Slam

• Gaussian Splatting SLAM Paper Project

• Splat-SLAM: Dense RGB-D SLAM via 3D Gaussian Splatting Paper Project

• GS-SLAM: Dense Visual SLAM with 3D Gaussian Splatting Paper

Language Embedded

• LangSplat: 3D Language Gaussian Splatting Paper Project

• Language Embedded 3D Gaussians for Open-Vocabulary Scene Understanding Paper Project

Inverse Rendering

• GS-IR: 3D Gaussian Splatting for Inverse Rendering Paper Project

• Relightable Gaussian Avatars Paper Project

Segmentation

• Feature 3DGS: Supercharging 3D Gaussian Splatting to Enable Distilled Feature Fields Paper Project

Pose Free

• COLMAP-Free 3D Gaussian Splatting Paper Project

Large Scene

• HUGS: Holistic Urban 3D Scene Understanding via Gaussian Splatting Paper Project

Others

• PhysGaussian: Physics-Integrated 3D Gaussians for Generative Dynamics Paper Project

• MANUS: Markerless Hand-Object Grasp Capture using Articulated 3D Gaussians Paper