Andrew W. Fitzgibbon

ORCID

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 44

Top Venues

University of Edinburgh, UK (PHD)

Education History

University of Edinburgh, UK

PHD

Publications

Kerstin Kläser, Blazej Banaszewski, Samuel Maddrell-Mander, Callum McLean, Luis Müller, Ali Parviz, Shenyang Huang, Andrew W. Fitzgibbon
MiniMol: A Parameter-Efficient Foundation Model for Molecular Learning. CoRR (2024)
Dominique Beaini, Shenyang Huang, Joao Alex Cunha, Zhiyi Li, Gabriela Moisescu-Pareja, Oleksandr Dymov, Samuel Maddrell-Mander, Callum McLean, Frederik Wenkel, Luis Müller, Jama Hussein Mohamud, Ali Parviz, Michael Craig, Michal Koziarski, Jiarui Lu, Zhaocheng Zhu, Cristian Gabellini, Kerstin Klaser, Josef Dean, Cas Wognum, Maciej Sypetkowski, Guillaume Rabusseau, Reihaneh Rabbany, Jian Tang, Christopher Morris, Mirco Ravanelli, Guy Wolf, Prudencio Tossou, Hadrien Mary, Therence Bois, Andrew W. Fitzgibbon, Blazej Banaszewski, Chad Martin, Dominic Masters
Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets. ICLR (2024)
Paul Balanca, Sam Hosegood, Carlo Luschi, Andrew W. Fitzgibbon
Scalify: scale propagation for efficient low-precision LLM training. CoRR (2024)
Hatem Helal, Andrew W. Fitzgibbon
MESS: Modern Electronic Structure Simulations. CoRR (2024)
Alexander Mathiasen, Hatem Helal, Kerstin Klaser, Paul Balanca, Josef Dean, Carlo Luschi, Dominique Beaini, Andrew W. Fitzgibbon, Dominic Masters
. CoRR (2023)
Dominic Masters, Josef Dean, Kerstin Kläser, Zhiyi Li, Samuel Maddrell-Mander, Adam Sanders, Hatem Helal, Deniz Beker, Andrew W. Fitzgibbon, Shenyang Huang, Ladislav Rampásek, Dominique Beaini
GPS++: Reviving the Art of Message Passing for Molecular Property Prediction. Trans. Mach. Learn. Res. 2023 (2023)
Alexander Mathiasen, Hatem Helal, Kerstin Klaser, Paul Balanca, Josef Dean, Carlo Luschi, Dominique Beaini, Andrew W. Fitzgibbon, Dominic Masters
. NeurIPS (2023)
Dominic Masters, Josef Dean, Kerstin Klaser, Zhiyi Li, Sam Maddrell-Mander, Adam Sanders, Hatem Helal, Deniz Beker, Andrew W. Fitzgibbon, Shenyang Huang, Ladislav Rampásek, Dominique Beaini
GPS++: Reviving the Art of Message Passing for Molecular Property Prediction. CoRR (2023)
Dominique Beaini, Shenyang Huang, Joao Alex Cunha, Zhiyi Li, Gabriela Moisescu-Pareja, Oleksandr Dymov, Samuel Maddrell-Mander, Callum McLean, Frederik Wenkel, Luis Müller, Jama Hussein Mohamud, Ali Parviz, Michael Craig, Michal Koziarski, Jiarui Lu, Zhaocheng Zhu, Cristian Gabellini, Kerstin Klaser, Josef Dean, Cas Wognum, Maciej Sypetkowski, Guillaume Rabusseau, Reihaneh Rabbany, Jian Tang, Christopher Morris, Ioannis Koutis, Mirco Ravanelli, Guy Wolf, Prudencio Tossou, Hadrien Mary, Therence Bois, Andrew W. Fitzgibbon, Blazej Banaszewski, Chad Martin, Dominic Masters
Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets. CoRR (2023)
Amir Shaikhha, Mathieu Huot, Shabnam Ghasemirad, Andrew W. Fitzgibbon, Simon Peyton Jones, Dimitrios Vytiniotis
Efficient and Sound Differentiable Programming in a Functional Array-Processing Language. CoRR (2022)
Sadegh Aliakbarian, Pashmina Cameron, Federica Bogo, Andrew W. Fitzgibbon, Thomas J. Cashman
FLAG: Flow-based 3D Avatar Generation from Sparse Observations. CVPR (2022)
Alberto Cattaneo, Daniel Justus, Harry Mellor, Douglas Orr, Jérôme Maloberti, Zhenying Liu, Thorin Farnsworth, Andrew W. Fitzgibbon, Blazej Banaszewski, Carlo Luschi
BESS: Balanced Entity Sampling and Sharing for Large-Scale Knowledge Graph Completion. CoRR (2022)
Sadegh Aliakbarian, Pashmina Cameron, Federica Bogo, Andrew W. Fitzgibbon, Thomas J. Cashman
FLAG: Flow-based 3D Avatar Generation from Sparse Observations. CoRR (2022)
Faustyna Krawiec, Simon Peyton Jones, Neel Krishnaswami, Tom Ellis, Richard A. Eisenberg, Andrew W. Fitzgibbon
Provably correct, asymptotically efficient, higher-order reverse-mode automatic differentiation. Proc. ACM Program. Lang. 6 (POPL) (2022)
Krzysztof Maziarz, Tom Ellis, Alan Lawrence, Andrew W. Fitzgibbon, Simon Peyton Jones
Hashing modulo alpha-equivalence. PLDI (2021)
Keshav Santhanam, Siddharth Krishna, Ryota Tomioka, Andrew W. Fitzgibbon, Tim Harris
DistIR: An Intermediate Representation for Optimizing Distributed Neural Networks. EuroMLSys@EuroSys (2021)
Krzysztof Maziarz, Tom Ellis, Alan Lawrence, Andrew W. Fitzgibbon, Simon Peyton Jones
Hashing Modulo Alpha-Equivalence. CoRR (2021)
Sebastian Lunz, Yingzhen Li, Andrew W. Fitzgibbon, Nate Kushman
Inverse Graphics GAN: Learning to Generate 3D Shapes from Unstructured 2D Data. CoRR (2020)
Benjamin Biggs, Oliver Boyne, James Charles, Andrew W. Fitzgibbon, Roberto Cipolla
Who Left the Dogs Out? 3D Animal Reconstruction with Expectation Maximization in the Loop. ECCV (11) (2020)
Jingjing Shen, Thomas J. Cashman, Qi Ye, Tim Hutton, Toby Sharp, Federica Bogo, Andrew W. Fitzgibbon, Jamie Shotton
The Phong Surface: Efficient 3D Model Fitting Using Lifted Optimization. ECCV (1) (2020)
Benjamin Biggs, Oliver Boyne, James Charles, Andrew W. Fitzgibbon, Roberto Cipolla
Who Left the Dogs Out? 3D Animal Reconstruction with Expectation Maximization in the Loop. CoRR (2020)
Amir Shaikhha, Andrew W. Fitzgibbon, Dimitrios Vytiniotis, Simon Peyton Jones
Efficient differentiable programming in a functional array-processing language. Proc. ACM Program. Lang. 3 (ICFP) (2019)
Jan Svoboda, Thomas J. Cashman, Andrew W. Fitzgibbon
QRkit: Sparse, Composable QR Decompositions for Efficient and Stable Solutions to Problems in Computer Vision. CoRR (2018)
Benjamin Biggs, Thomas Roddick, Andrew W. Fitzgibbon, Roberto Cipolla
Creatures great and SMAL: Recovering the shape and motion of animals from video. CoRR (2018)
Filip Srajer, Zuzana Kukelova, Andrew W. Fitzgibbon
A Benchmark of Selected Algorithmic Differentiation Tools on Some Problems in Computer Vision and Machine Learning. CoRR (2018)
Benjamin Biggs, Thomas Roddick, Andrew W. Fitzgibbon, Roberto Cipolla
Creatures Great and SMAL: Recovering the Shape and Motion of Animals from Video. ACCV (5) (2018)
Jan Svoboda, Thomas J. Cashman, Andrew W. Fitzgibbon
QRkit: Sparse, Composable QR Decompositions for Efficient and Stable Solutions to Problems in Computer Vision. WACV (2018)
Filip Srajer, Zuzana Kukelova, Andrew W. Fitzgibbon
A benchmark of selected algorithmic differentiation tools on some problems in computer vision and machine learning. Optim. Methods Softw. 33 (4-6) (2018)
Amir Shaikhha, Andrew W. Fitzgibbon, Dimitrios Vytiniotis, Simon Peyton Jones, Christoph Koch
Efficient Differentiable Programming in a Functional Array-Processing Language. CoRR (2018)
Amir Shaikhha, Andrew W. Fitzgibbon, Simon Peyton Jones, Dimitrios Vytiniotis
Destination-passing style for efficient memory management. FHPC@ICFP (2017)
Mariano Jaimez, Thomas J. Cashman, Andrew W. Fitzgibbon, Javier González Jiménez, Daniel Cremers
An Efficient Background Term for 3D Reconstruction and Tracking with Smooth Surface Models. CVPR (2017)
Liu-Yin Qi, Rui Yu, Lourdes Agapito, Andrew W. Fitzgibbon, Chris Russell
Better Together: Joint Reasoning for Non-rigid 3D Reconstruction with Specularities and Shading. CoRR (2017)
Anastasia Tkach, Andrea Tagliasacchi, Edoardo Remelli, Mark Pauly, Andrew W. Fitzgibbon
Online generative model personalization for hand tracking. ACM Trans. Graph. 36 (6) (2017)
Cenek Albl, Zuzana Kukelova, Andrew W. Fitzgibbon, Jan Heller, Matej Smíd, Tomás Pajdla
On the Two-View Geometry of Unsynchronized Cameras. CoRR (2017)
Je Hyeong Hong, Christopher Zach, Andrew W. Fitzgibbon
Revisiting the Variable Projection Method for Separable Nonlinear Least Squares Problems. CVPR (2017)
Sergey Tulyakov, Andrew W. Fitzgibbon, Sebastian Nowozin
Hybrid VAE: Improving Deep Generative Models using Partial Observations. CoRR (2017)
Cenek Albl, Zuzana Kukelova, Andrew W. Fitzgibbon, Jan Heller, Matej Smíd, Tomás Pajdla
On the Two-View Geometry of Unsynchronized Cameras. CVPR (2017)
David Joseph Tan, Thomas J. Cashman, Jonathan Taylor, Andrew W. Fitzgibbon, Daniel Tarlow, Sameh Khamis, Shahram Izadi, Jamie Shotton
Fits Like a Glove: Rapid and Reliable Hand Shape Personalization. CVPR (2016)
Jeremy Forsythe, Vitaliy Kurlin, Andrew W. Fitzgibbon
Resolution-Independent Superpixels Based on Convex Constrained Meshes Without Small Angles. ISVC (1) (2016)
Je Hyeong Hong, Christopher Zach, Andrew W. Fitzgibbon, Roberto Cipolla
Projective Bundle Adjustment from Arbitrary Initialization Using the Variable Projection Method. ECCV (1) (2016)
Zuzana Kukelova, Jan Heller, Andrew W. Fitzgibbon
Efficient Intersection of Three Quadrics and Applications in Computer Vision. CVPR (2016)
Chris Russell, Lourdes Agapito, Rui Yu, Andrew W. Fitzgibbon, Liu-Yin Qi
Better Together: Joint Reasoning for Non-rigid 3D Reconstruction with Specularities and Shading. BMVC (2016)
Jonathan Taylor, Lucas Bordeaux, Thomas J. Cashman, Bob Corish, Cem Keskin, Toby Sharp, Eduardo Soto, David Sweeney, Julien P. C. Valentin, Benjamin Luff, Arran Topalian, Erroll Wood, Sameh Khamis, Pushmeet Kohli, Shahram Izadi, Richard Banks, Andrew W. Fitzgibbon, Jamie Shotton
Efficient and precise interactive hand tracking through joint, continuous optimization of pose and correspondences. ACM Trans. Graph. 35 (4) (2016)
Erroll Wood, Jonathan Taylor, John Fogarty, Andrew W. Fitzgibbon, Jamie Shotton
ShadowHands: High-Fidelity Remote Hand Gesture Visualization using a Hand Tracker. ISS (2016)
Irina Nurutdinova, Andrew W. Fitzgibbon
Towards Pointless Structure from Motion: 3D Reconstruction and Camera Parameters from General 3D Curves. ICCV (2015)
Sergio Rodríguez-Vaamonde, Lorenzo Torresani, Andrew W. Fitzgibbon
What Can Pictures Tell Us About Web Pages? Improving Document Search Using Images. IEEE Trans. Pattern Anal. Mach. Intell. 37 (6) (2015)
Je Hyeong Hong, Andrew W. Fitzgibbon
Secrets of Matrix Factorization: Approximations, Numerics, Manifold Optimization and Random Restarts. ICCV (2015)
Sameh Khamis, Jonathan Taylor, Jamie Shotton, Cem Keskin, Shahram Izadi, Andrew W. Fitzgibbon
Learning an efficient model of hand shape variation from depth images. CVPR (2015)
Mingsong Dou, Jonathan Taylor, Henry Fuchs, Andrew W. Fitzgibbon, Shahram Izadi
3D scanning deformable objects with a single RGBD sensor. CVPR (2015)
Nicola Fioraio, Jonathan Taylor, Andrew W. Fitzgibbon, Luigi di Stefano, Shahram Izadi
Large-scale and drift-free surface reconstruction using online subvolume registration. CVPR (2015)
Rahul Nair, Andrew W. Fitzgibbon, Daniel Kondermann, Carsten Rother
Reflection Modeling for Passive Stereo. ICCV (2015)
Toby Sharp, Cem Keskin, Duncan P. Robertson, Jonathan Taylor, Jamie Shotton, David Kim, Christoph Rhemann, Ido Leichter, Alon Vinnikov, Yichen Wei, Daniel Freedman, Pushmeet Kohli, Eyal Krupka, Andrew W. Fitzgibbon, Shahram Izadi
Accurate, Robust, and Flexible Real-time Hand Tracking. CHI (2015)
Julien P. C. Valentin, Matthias Nießner, Jamie Shotton, Andrew W. Fitzgibbon, Shahram Izadi, Philip H. S. Torr
Exploiting uncertainty in regression forests for accurate camera relocalization. CVPR (2015)
Andrew W. Fitzgibbon
Fitting models to data: Accuracy, Speed, Robustness. BMVC (2015)
Jan Stühmer, Sebastian Nowozin, Andrew W. Fitzgibbon, Richard Szeliski, Travis Perry, Sunil Acharya, Daniel Cremers, Jamie Shotton
Model-Based Tracking at 300Hz Using Raw Time-of-Flight Observations. ICCV (2015)
Zuzana Kukelova, Jan Heller, Martin Bujnak, Andrew W. Fitzgibbon, Tomás Pajdla
Efficient Solution to the Epipolar Geometry for Radially Distorted Cameras. ICCV (2015)
Gerard Pons-Moll, Jonathan Taylor, Jamie Shotton, Aaron Hertzmann, Andrew W. Fitzgibbon
Metric Regression Forests for Correspondence Estimation. Int. J. Comput. Vis. 113 (3) (2015)
Michael Hornacek, Andrew W. Fitzgibbon, Carsten Rother
SphereFlow: 6 DoF Scene Flow from RGB-D Pairs. CVPR (2014)
Daniel Khashabi, Sebastian Nowozin, Jeremy Jancsary, Andrew W. Fitzgibbon
Joint Demosaicing and Denoising via Learned Nonparametric Random Fields. IEEE Trans. Image Process. 23 (12) (2014)
Frederic Besse, Carsten Rother, Andrew W. Fitzgibbon, Jan Kautz
PMBP: PatchMatch Belief Propagation for Correspondence Field Estimation. Int. J. Comput. Vis. 110 (1) (2014)
Abner Guzmán-Rivera, Pushmeet Kohli, Ben Glocker, Jamie Shotton, Toby Sharp, Andrew W. Fitzgibbon, Shahram Izadi
Multi-output Learning for Camera Relocalization. CVPR (2014)
Michael Zollhöfer, Matthias Nießner, Shahram Izadi, Christoph Rhemann, Christopher Zach, Matthew Fisher, Chenglei Wu, Andrew W. Fitzgibbon, Charles T. Loop, Christian Theobalt, Marc Stamminger
Real-time non-rigid reconstruction using an RGB-D camera. ACM Trans. Graph. 33 (4) (2014)
Jonathan Taylor, Richard V. Stebbing, Varun Ramakrishna, Cem Keskin, Jamie Shotton, Shahram Izadi, Aaron Hertzmann, Andrew W. Fitzgibbon
User-Specific Hand Modeling from Monocular Depth Sequences. CVPR (2014)
Paul McIlroy, Shahram Izadi, Andrew W. Fitzgibbon
Kinectrack: 3D Pose Estimation Using a Projected Dense Dot Pattern. IEEE Trans. Vis. Comput. Graph. 20 (6) (2014)
Michael Hornacek, Frederic Besse, Jan Kautz, Andrew W. Fitzgibbon, Carsten Rother
Highly Overparameterized Optical Flow Using PatchMatch Belief Propagation. ECCV (3) (2014)
Gerard Pons-Moll, Jonathan Taylor, Jamie Shotton, Aaron Hertzmann, Andrew W. Fitzgibbon
Metric Regression Forests for Human Pose Estimation. BMVC (2013)
Jamie Shotton, Ross B. Girshick, Andrew W. Fitzgibbon, Toby Sharp, Mat Cook, Mark Finocchio, Richard Moore, Pushmeet Kohli, Antonio Criminisi, Alex Kipman, Andrew Blake
Efficient Human Pose Estimation from Single Depth Images. IEEE Trans. Pattern Anal. Mach. Intell. 35 (12) (2013)
Jamie Shotton, Ben Glocker, Christopher Zach, Shahram Izadi, Antonio Criminisi, Andrew W. Fitzgibbon
Scene Coordinate Regression Forests for Camera Relocalization in RGB-D Images. CVPR (2013)
Sergio Rodríguez-Vaamonde, Lorenzo Torresani, Andrew W. Fitzgibbon
What can pictures tell us about web pages?: improving document search using images. SIGIR (2013)
Jamie Shotton, Toby Sharp, Alex Kipman, Andrew W. Fitzgibbon, Mark Finocchio, Andrew Blake, Mat Cook, Richard Moore
Real-time human pose recognition in parts from single depth images. Commun. ACM 56 (1) (2013)
Lyndsey C. Pickup, Andrew W. Fitzgibbon, Andrew Glennerster
Modelling human visual navigation using multi-view scene reconstruction. Biol. Cybern. 107 (4) (2013)
John MacCormick, Andrew W. Fitzgibbon
Curvature Regularization for Resolution-Independent Images. EMMCVPR (2013)
Thomas J. Cashman, Andrew W. Fitzgibbon
What Shape Are Dolphins? Building 3D Morphable Models from 2D Images. IEEE Trans. Pattern Anal. Mach. Intell. 35 (1) (2013)
Jiawen Chen, Shahram Izadi, Andrew W. Fitzgibbon
KinÊtre: animating the world with the human body. UIST (2012)
Jiawen Chen, Shahram Izadi, Andrew W. Fitzgibbon
KinÊtre: animating the world with the human body. SIGGRAPH Talks (2012)
Paul McIlroy, Shahram Izadi, Andrew W. Fitzgibbon
Kinectrack: Agile 6-DoF tracking using a projected dot pattern. ISMAR (2012)
Jonathan Taylor, Jamie Shotton, Toby Sharp, Andrew W. Fitzgibbon
The Vitruvian manifold: Inferring dense correspondences for one-shot human pose estimation. CVPR (2012)
Frederic Besse, Carsten Rother, Andrew W. Fitzgibbon, Jan Kautz
PMBP: PatchMatch Belief Propagation for Correspondence Field Estimation. BMVC (2012)
Andrew Zisserman, John M. Winn, Andrew W. Fitzgibbon, Luc Van Gool, Josef Sivic, Christopher K. I. Williams, David C. Hogg
In Memoriam: Mark Everingham. IEEE Trans. Pattern Anal. Mach. Intell. 34 (11) (2012)
Fabio Viola, Andrew W. Fitzgibbon, Roberto Cipolla
A unifying resolution-independent formulation for early vision. CVPR (2012)
Lyndsey C. Pickup, Andrew W. Fitzgibbon, Stuart Gilson, Andrew Glennerster
View-based modelling of human visual navigation errors. IVMSP (2011)
Richard A. Newcombe, Shahram Izadi, Otmar Hilliges, David Molyneaux, David Kim, Andrew J. Davison, Pushmeet Kohli, Jamie Shotton, Steve Hodges, Andrew W. Fitzgibbon
KinectFusion: Real-time dense surface mapping and tracking. ISMAR (2011)
Shahram Izadi, Richard A. Newcombe, David Kim, Otmar Hilliges, David Molyneaux, Steve Hodges, Pushmeet Kohli, Jamie Shotton, Andrew J. Davison, Andrew W. Fitzgibbon
KinectFusion: real-time dynamic 3D surface reconstruction and interaction. SIGGRAPH Talks (2011)
Jamie Shotton, Andrew W. Fitzgibbon, Mat Cook, Toby Sharp, Mark Finocchio, Richard Moore, Alex Kipman, Andrew Blake
Real-time human pose recognition in parts from single depth images. CVPR (2011)
Alessandro Bergamo, Lorenzo Torresani, Andrew W. Fitzgibbon
PiCoDes: Learning a Compact Code for Novel-Category Recognition. NIPS (2011)
Shahram Izadi, David Kim, Otmar Hilliges, David Molyneaux, Richard A. Newcombe, Pushmeet Kohli, Jamie Shotton, Steve Hodges, Dustin Freeman, Andrew J. Davison, Andrew W. Fitzgibbon
KinectFusion: real-time 3D reconstruction and interaction using a moving depth camera. UIST (2011)
Ross B. Girshick, Jamie Shotton, Pushmeet Kohli, Antonio Criminisi, Andrew W. Fitzgibbon
Efficient regression of general-activity human poses from depth images. ICCV (2011)
Mukta Prasad, Andrew W. Fitzgibbon, Andrew Zisserman, Luc Van Gool
Finding nemo: Deformable object class modelling using curve matching. CVPR (2010)
Nicolas Le Roux, Andrew W. Fitzgibbon
A fast natural Newton method. ICML (2010)
Lorenzo Torresani, Martin Szummer, Andrew W. Fitzgibbon
Efficient Object Category Recognition Using Classemes. ECCV (1) (2010)
Stuart Gilson, Andrew W. Fitzgibbon, Andrew Glennerster
An Automated Calibration Method for Non-See-Through Head Mounted Displays. CGVR (2009)
Lorenzo Torresani, Martin Szummer, Andrew W. Fitzgibbon
Learning query-dependent prefilters for scalable image retrieval. CVPR (2009)
Oliver J. Woodford, Philip H. S. Torr, Ian Reid, Andrew W. Fitzgibbon
Global Stereo Reconstruction under Second-Order Smoothness Priors. IEEE Trans. Pattern Anal. Mach. Intell. 31 (12) (2009)
Alex Rav-Acha, Pushmeet Kohli, Carsten Rother, Andrew W. Fitzgibbon
Unwrap mosaics: a new representation for video editing. ACM Trans. Graph. 27 (3) (2008)
Andrew W. Fitzgibbon, Camillo J. Taylor, Yann LeCun
Editorial. Int. J. Comput. Vis. 80 (1) (2008)
Andrew Glennerster, Miles E. Hansard, Andrew W. Fitzgibbon
View-Based Approaches to Spatial Representation in Human Vision. Statistical and Geometrical Approaches to Visual Motion Analysis (2008)
Oliver J. Woodford, Philip H. S. Torr, Ian D. Reid, Andrew W. Fitzgibbon
Global stereo reconstruction under second order smoothness priors. CVPR (2008)
Aeron Buchanan, Andrew W. Fitzgibbon
Combining local and global motion models for feature point tracking. CVPR (2007)
Oliver J. Woodford, Ian D. Reid, Philip H. S. Torr, Andrew W. Fitzgibbon
On New View Synthesis Using Multiview Stereo. BMVC (2007)
Shahram Izadi, Ankur Agarwal, Antonio Criminisi, John M. Winn, Andrew Blake, Andrew W. Fitzgibbon
C-Slate: A Multi-Touch and Object Recognition System for Remote Collaboration using Horizontal Surfaces. Tabletop (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Andrew W. Fitzgibbon