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Ben Mildenhall

29 papers · 2018–2024 · 6 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

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+9 more ↓ πŸ—ΊοΈ Taxonomy Completionist (30) πŸƒ Academic Marathon Β· Sprint 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Bronze 🐣 Hot Topic Early Bird
πŸ“› The Namer πŸ”¬ Deep Specialist (14) 🀝 Dynamic Duo (21) 🧬 Topic Evolution 🧭 Keyword Pioneer ⚑ Prolific Year Β· Productive πŸ”₯ Unstoppable Β· Bronze πŸ’Ž Century Club Β· Bronze πŸ—ƒοΈ Keyword Collector (109)

Venues

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

Research topics

Computer Vision (20) Deep Learning (19) Analysis (14) Generation (11) Models (11) Processing (9) Machine Learning (8) Architectures (8) Artificial Intelligence (7) Core AI Β· Artificial Intelligence (6) Core Methods (6) Learning Types (6) Application Areas (3) Core AI Β· Computer Vision (3) Learning Paradigms (2)

Keywords

neural radiance field (15) view synthesis (8) 3d reconstruction (6) novel view synthesis (5) diffusion model (3) volumetric rendering (3) text-to-image model (3) image denoising (3) scene representation (2) neural rendering (2) 3d scene representation (2) multi-layer perceptron (2) convolutional neural network (2) material estimation (2) sparse input (2) deep learning (1) 3d vision (1) illumination estimation (1) depth estimation (1) text-to-image generation (1)

Papers

Disentangled 3D Scene Generation with Layout Learning ICML 2024 Eclipse: Disambiguating Illumination and Materials using Unintended Shadows CVPR 2024 Flash Cache: Reducing Bias in Radiance Cache Based Inverse Rendering ECCV 2024 Generative Powers of Ten CVPR 2024 Nuvo: Neural UV Mapping for Unruly 3D Representations ECCV 2024 ReconFusion: 3D Reconstruction with Diffusion Priors CVPR 2024 AligNeRF: High-Fidelity Neural Radiance Fields via Alignment-Aware Training CVPR 2023 DreamBooth3D: Subject-Driven Text-to-3D Generation ICCV 2023 DreamFusion: Text-to-3D using 2D Diffusion ICLR 2023 Zip-NeRF: Anti-Aliased Grid-Based Neural Radiance Fields ICCV 2023 Block-NeRF: Scalable Large Scene Neural View Synthesis CVPR 2022 Dense Depth Priors for Neural Radiance Fields From Sparse Input Views CVPR 2022 Fast and High Quality Image Denoising via Malleable Convolution ECCV 2022 Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields CVPR 2022 NeRF in the Dark: High Dynamic Range View Synthesis From Noisy Raw Images CVPR 2022 Ref-NeRF: Structured View-Dependent Appearance for Neural Radiance Fields CVPR 2022 RegNeRF: Regularizing Neural Radiance Fields for View Synthesis From Sparse Inputs CVPR 2022 Zero-Shot Text-Guided Object Generation With Dream Fields CVPR 2022 Baking Neural Radiance Fields for Real-Time View Synthesis ICCV 2021 Learned Initializations for Optimizing Coordinate-Based Neural Representations CVPR 2021 Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fields ICCV 2021 NeRV: Neural Reflectance and Visibility Fields for Relighting and View Synthesis CVPR 2021 Deep Multi Depth Panoramas for View Synthesis ECCV 2020 Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains NeurIPS 2020 Lighthouse: Predicting Lighting Volumes for Spatially-Coherent Illumination CVPR 2020 NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis ECCV 2020 StegaStamp: Invisible Hyperlinks in Physical Photographs CVPR 2020 Unprocessing Images for Learned Raw Denoising CVPR 2019 Burst Denoising With Kernel Prediction Networks CVPR 2018