← Authors

Ben Mildenhall

29 papers · 2018–2024 · 6 conferences · across top CS/AI conferences

Achievements

πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (36) 🐝 Cross-Pollinator (15) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (6) πŸƒ Academic Marathon (6) 🧭 Keyword Pioneer 🌈 Renaissance Researcher (5) πŸ“› The Namer πŸ”¬ Deep Specialist (11) 🀝 Dynamic Duo (21) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (7) πŸ—ƒοΈ Keyword Collector (101) πŸ’Ž Century Club (29) ⚑ Prolific Year (5)

Conferences

CVPR (17) ECCV (5) ICCV (4) ICLR (1) ICML (1) NIPS (1)

Top co-authors

Jonathan T. Barron (21) Pratul P. Srinivasan (15) Peter Hedman (9) Dor Verbin (8) Matthew Tancik (8) Ben Poole (5) Ren Ng (5) Pratul Srinivasan (4) Tianfan Xue (3) Ravi Ramamoorthi (3)

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