Jacob Munkberg
5 papers · 2018–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Gold
🗺️
Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Computer Vision
(5)
Analysis
(4)
Deep Learning
(3)
Generation
(3)
Computer Science
(2)
Machine Learning
(2)
Applications
(2)
Processing
(2)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Core AI · Artificial Intelligence
(1)
Domain-Specific
(1)
Keywords
inverse rendering
(3)
differentiable rendering
(3)
3d reconstruction
(3)
neural rendering
(2)
material decomposition
(2)
importance sampling
(1)
signal reconstruction
(1)
mesh extraction
(1)
neural radiance field
(1)
shape from shading
(1)
neural field
(1)
video diffusion model
(1)
urban scene
(1)
multi-view imaging
(1)
intrinsic decomposition
(1)
monte carlo rendering
(1)
material reconstruction
(1)
forward rendering
(1)
g-buffer estimation
(1)
statistical learning
(1)
Papers
Diffusion Renderer: Neural Inverse and Forward Rendering with Video Diffusion Models
CVPR 2025
Neural Fields Meet Explicit Geometric Representations for Inverse Rendering of Urban Scenes
CVPR 2023
Extracting Triangular 3D Models, Materials, and Lighting From Images
CVPR 2022
Shape, Light, and Material Decomposition from Images using Monte Carlo Rendering and Denoising
NeurIPS 2022
Noise2Noise: Learning Image Restoration without Clean Data
ICML 2018