Iain Matthews
12 papers · 2011–2022 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (30) π Academic Marathon Β· Half π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π±
Topic Pioneer
π
Keyword Champion
(3)
ποΈ
Keyword Collector
(80)
π
Trend Setter
π
Century Club Β· Bronze
π
Conference Pioneer
Top co-authors
Research topics
Computer Vision
(9)
Deep Learning
(6)
Analysis
(6)
Architectures
(5)
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI Β· Artificial Intelligence
(4)
Generation
(4)
Processing
(3)
Speech & Audio
(2)
Core AI Β· Computer Vision
(2)
Core Methods
(2)
Models
(2)
Synthesis
(2)
Mathematics & Optimization
(1)
Keywords
speech animation
(3)
head pose estimation
(2)
3d reconstruction
(2)
deep learning
(2)
facial expression
(2)
depth estimation
(1)
face animation
(1)
temporal modeling
(1)
spatio-temporal modeling
(1)
joint learning
(1)
self-supervised learning
(1)
motion capture
(1)
probability distribution
(1)
exact inference
(1)
optical flow
(1)
hand pose estimation
(1)
occlusion handling
(1)
photometric stereo
(1)
temporal restricted boltzmann machine
(1)
tensor factorization
(1)
Papers
Speech Driven Tongue Animation
CVPR 2022
Importance of Parasagittal Sensor Information in Tongue Motion Capture Through a Diphonic Analysis
Interspeech 2021
Learning Physics-Guided Face Relighting Under Directional Light
CVPR 2020
Joint Learning of Facial Expression and Head Pose from Speech
Interspeech 2018
Factorized Variational Autoencoders for Modeling Audience Reactions to Movies
CVPR 2017
Hand Keypoint Detection in Single Images Using Multiview Bootstrapping
CVPR 2017
Predicting Head Pose from Speech with a Conditional Variational Autoencoder
Interspeech 2017
Audio-to-Visual Speech Conversion Using Deep Neural Networks
Interspeech 2016
Panoptic Studio: A Massively Multiview System for Social Motion Capture
ICCV 2015
Photogeometric Scene Flow for High-Detail Dynamic 3D Reconstruction
ICCV 2015
Representing and Discovering Adversarial Team Behaviors Using Player Roles
CVPR 2013
Facial Expression Transfer with Input-Output Temporal Restricted Boltzmann Machines
NeurIPS 2011