Ben Mildenhall
29 papers · 2018–2024 · 6 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+11 more ↓ Show less ↑
π Interdisciplinary Bridge π Renaissance Researcher (5) π Academic Marathon (6) π Conference Polyglot (6) πΊοΈ Taxonomy Completionist (36)
π
Academic Marathon
(6)
π§
Keyword Pioneer
π
Renaissance Researcher
(5)
π
The Namer
π¬
Deep Specialist
(11)
π€
Dynamic Duo
(21)
π
Trend Setter
π₯
Unstoppable
(7)
ποΈ
Keyword Collector
(101)
π
Century Club
(29)
β‘
Prolific Year
(5)
Conferences
CVPR (17)
ECCV (5)
ICCV (4)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
neural radiance field
(14)
view synthesis
(8)
3d reconstruction
(6)
novel view synthesis
(5)
image denoising
(3)
volumetric rendering
(3)
scene representation
(2)
neural rendering
(2)
3d scene representation
(2)
sparse input
(2)
text-to-image model
(2)
diffusion model
(2)
convolutional neural network
(2)
material estimation
(2)
deep learning
(1)
3d vision
(1)
illumination estimation
(1)
depth estimation
(1)
text-to-image generation
(1)
neural representation
(1)
Papers
Generative Powers of Ten
CVPR 2024
Disentangled 3D Scene Generation with Layout Learning
ICML 2024
Nuvo: Neural UV Mapping for Unruly 3D Representations
ECCV 2024
Flash Cache: Reducing Bias in Radiance Cache Based Inverse Rendering
ECCV 2024
Eclipse: Disambiguating Illumination and Materials using Unintended Shadows
CVPR 2024
ReconFusion: 3D Reconstruction with Diffusion Priors
CVPR 2024
AligNeRF: High-Fidelity Neural Radiance Fields via Alignment-Aware Training
CVPR 2023
Zip-NeRF: Anti-Aliased Grid-Based Neural Radiance Fields
ICCV 2023
DreamBooth3D: Subject-Driven Text-to-3D Generation
ICCV 2023
DreamFusion: Text-to-3D using 2D Diffusion
ICLR 2023
Ref-NeRF: Structured View-Dependent Appearance for Neural Radiance Fields
CVPR 2022
Dense Depth Priors for Neural Radiance Fields From Sparse Input Views
CVPR 2022
RegNeRF: Regularizing Neural Radiance Fields for View Synthesis From Sparse Inputs
CVPR 2022
NeRF in the Dark: High Dynamic Range View Synthesis From Noisy Raw Images
CVPR 2022
Fast and High Quality Image Denoising via Malleable Convolution
ECCV 2022
Zero-Shot Text-Guided Object Generation With Dream Fields
CVPR 2022
Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields
CVPR 2022
Block-NeRF: Scalable Large Scene Neural View Synthesis
CVPR 2022
NeRV: Neural Reflectance and Visibility Fields for Relighting and View Synthesis
CVPR 2021
Baking Neural Radiance Fields for Real-Time View Synthesis
ICCV 2021
Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fields
ICCV 2021
Learned Initializations for Optimizing Coordinate-Based Neural Representations
CVPR 2021
Lighthouse: Predicting Lighting Volumes for Spatially-Coherent Illumination
CVPR 2020
Deep Multi Depth Panoramas for View Synthesis
ECCV 2020
StegaStamp: Invisible Hyperlinks in Physical Photographs
CVPR 2020
Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains
NIPS 2020
NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis
ECCV 2020
Unprocessing Images for Learned Raw Denoising
CVPR 2019
Burst Denoising With Kernel Prediction Networks
CVPR 2018