Daniel Rebain
16 papers · 2021–2026 · 6 venues · across top CS/AI venues
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Achievements
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Renaissance Researcher
(5)
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Research topics
Computer Vision
(12)
Deep Learning
(8)
Analysis
(8)
Machine Learning
(7)
Artificial Intelligence
(4)
Computer Science
(4)
Generation
(4)
Models
(4)
Mathematics & Optimization
(3)
Application Areas Β· Machine Learning
(3)
Application Areas Β· Deep Learning
(3)
Applications
(3)
Architectures
(3)
Core AI
(3)
Core Methods
(2)
Keywords
novel view synthesis
(5)
3d reconstruction
(4)
3d gaussian splatting
(4)
neural field
(3)
neural rendering
(2)
signal processing
(2)
neural radiance field
(2)
differentiable rendering
(2)
neural network
(2)
scene representation
(2)
fourier analysis
(1)
distributed computing
(1)
synthetic data generation
(1)
markov chain monte carlo
(1)
implicit representation
(1)
scene reconstruction
(1)
medical imaging
(1)
probabilistic model
(1)
feature embedding
(1)
generative model
(1)
Papers
MeshSplatting: Differentiable Rendering with Opaque Meshes
CVPR 2026
Semantic Foam: Unifying Spatial and Semantic Scene Decomposition
CVPR 2026
Spherical Voronoi: Directional Appearance as a Differentiable Partition of the Sphere
CVPR 2026
CrossSDF: 3D Reconstruction of Thin Structures From Cross-Sections
CVPR 2025
Radiant Foam: Real-Time Differentiable Ray Tracing
ICCV 2025
VesselSDF: Distance Field Priors for Vascular Network Reconstruction
MICCAI 2025
3D Gaussian Splatting as Markov Chain Monte Carlo
NeurIPS 2024
Accelerating Neural Field Training via Soft Mining
CVPR 2024
BANF: Band-Limited Neural Fields for Levels of Detail Reconstruction
CVPR 2024
Lagrangian Hashing for Compressed Neural Field Representations
ECCV 2024
Neural Fields as Distributions: Signal Processing Beyond Euclidean Space
CVPR 2024
Volumetric Rendering with Baked Quadrature Fields
ECCV 2024
NeuralBF: Neural Bilateral Filtering for Top-Down Instance Segmentation on Point Clouds
WACV 2023
Kubric: A Scalable Dataset Generator
CVPR 2022
LOLNerf: Learn From One Look
CVPR 2022
DeRF: Decomposed Radiance Fields
CVPR 2021