William A. P. Smith
16 papers · 2015–2026 · 4 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (27)
🧭
Keyword Pioneer
🗃️
Keyword Collector
(67)
💎
Century Club · Bronze
Top co-authors
Research topics
Computer Vision
(10)
Analysis
(8)
Processing
(6)
Machine Learning
(5)
Artificial Intelligence
(3)
Deep Learning
(3)
Models
(3)
Optimization & Theory
(3)
Computer Science
(2)
Mathematics & Optimization
(2)
Applications
(2)
Core AI · Artificial Intelligence
(2)
Core AI · Computer Vision
(2)
Learning Types
(2)
Mathematics
(2)
Keywords
3d reconstruction
(3)
differentiable rendering
(2)
inverse rendering
(2)
depth estimation
(2)
self-supervised learning
(2)
semantic segmentation
(2)
3d morphable model
(2)
morphable model
(2)
stereo matching
(1)
statistical model
(1)
dense correspondence
(1)
gaussian process
(1)
image super-resolution
(1)
photometric stereo
(1)
shape analysis
(1)
variational autoencoder
(1)
graphical model
(1)
image reconstruction
(1)
loss function
(1)
generative model
(1)
Papers
VENI: Variational Encoder for Natural Illumination
CVPR 2026
Self-Supervised Relative Pose With Homography Model-Fitting in the Loop
WACV 2023
Shape From Semantic Segmentation via the Geometric Renyi Divergence
WACV 2021
A Morphable Face Albedo Model
CVPR 2020
Least squares surface reconstruction on arbitrary domains
ECCV 2020
“Look Ma, no landmarks!” – Unsupervised, Model-based Dense Face Alignment
ECCV 2020
Self-supervised Outdoor Scene Relighting
ECCV 2020
Combining 3D Morphable Models: A Large Scale Face-And-Head Model
CVPR 2019
Depth From a Polarisation + RGB Stereo Pair
CVPR 2019
InverseRenderNet: Learning Single Image Inverse Rendering
CVPR 2019
A 3D Morphable Model of Craniofacial Shape and Texture Variation
ICCV 2017
BRISKS: Binary Features for Spherical Images on a Geodesic Grid
CVPR 2017
Linear Differential Constraints for Photo-Polarimetric Height Estimation
ICCV 2017
Functional Faces: Groupwise Dense Correspondence Using Functional Maps
CVPR 2016
Example-Based Modeling of Facial Texture From Deficient Data
ICCV 2015
Shell PCA: Statistical Shape Modelling in Shell Space
ICCV 2015