Fitzgibbon, Andrew W

53 publications

ICMLW 2024 MESS: Modern Electronic Structure Simulations Hatem Helal, Andrew W Fitzgibbon

ICMLW 2024 MiniMol: A Parameter-Efficient Foundation Model for Molecular Learning Kerstin Klaser, Blazej Banaszewski, Samuel Maddrell-Mander, Callum McLean, Luis Müller, Ali Parviz, Shenyang Huang, Andrew W Fitzgibbon

ICMLW 2024 Scalify: Scale Propagation for Efficient Low-Precision LLM Training Paul Balanca, Samuel Hosegood, Carlo Luschi, Andrew W Fitzgibbon

ICLR 2024 Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets 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, Michał 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

TMLR 2023 GPS++: Reviving the Art of Message Passing for Molecular Property Prediction Dominic Masters, Josef Dean, Kerstin Klaeser, Zhiyi Li, Samuel Maddrell-Mander, Adam Sanders, Hatem Helal, Deniz Beker, Andrew W Fitzgibbon, Shenyang Huang, Ladislav Rampášek, Dominique Beaini

NeurIPS 2023 Generating QM1B with PySCF$_{\text{IPU}}$ Alexander Mathiasen, Hatem Helal, Kerstin Klaser, Paul Balanca, Josef Dean, Carlo Luschi, Dominique Beaini, Andrew W. Fitzgibbon, Dominic Masters

ICMLW 2023 Repurposing Density Functional Theory to Suit Deep Learning Alexander Mathiasen, Hatem Helal, Paul Balanca, Kerstin Klaeser, Josef Dean, Carlo Luschi, Dominique Beaini, Andrew W Fitzgibbon, Dominic Masters

NeurIPSW 2023 Training and Inference of Large Language Models Using 8-Bit Floating Point Sergio P. Perez, Yan Zhang, James Briggs, Charlie Blake, Josh Levy-Kramer, Paul Balanca, Carlo Luschi, Stephen Barlow, Andrew W Fitzgibbon

WACV 2018 QRkit: Sparse, Composable QR Decompositions for Efficient and Stable Solutions to Problems in Computer Vision Jan Svoboda, Thomas J. Cashman, Andrew W. Fitzgibbon

ECCV 2016 Projective Bundle Adjustment from Arbitrary Initialization Using the Variable Projection Method Je Hyeong Hong, Christopher Zach, Andrew W. Fitzgibbon, Roberto Cipolla

ECCV 2014 Highly Overparameterized Optical Flow Using PatchMatch Belief Propagation Michael Hornacek, Frederic Besse, Jan Kautz, Andrew W. Fitzgibbon, Carsten Rother

CVPR 2012 A Unifying Resolution-Independent Formulation for Early Vision Fabio Viola, Andrew W. Fitzgibbon, Roberto Cipolla

ECCV 2012 Computer Vision - ECCV 2012 - 12th European Conference on Computer Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part I Andrew W. Fitzgibbon, Svetlana Lazebnik, Pietro Perona, Yoichi Sato, Cordelia Schmid

ECCV 2012 Computer Vision - ECCV 2012 - 12th European Conference on Computer Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part II Andrew W. Fitzgibbon, Svetlana Lazebnik, Pietro Perona, Yoichi Sato, Cordelia Schmid

ECCV 2012 Computer Vision - ECCV 2012 - 12th European Conference on Computer Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part III Andrew W. Fitzgibbon, Svetlana Lazebnik, Pietro Perona, Yoichi Sato, Cordelia Schmid

ECCV 2012 Computer Vision - ECCV 2012 - 12th European Conference on Computer Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part IV Andrew W. Fitzgibbon, Svetlana Lazebnik, Pietro Perona, Yoichi Sato, Cordelia Schmid

ECCV 2012 Computer Vision - ECCV 2012 - 12th European Conference on Computer Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part V Andrew W. Fitzgibbon, Svetlana Lazebnik, Pietro Perona, Yoichi Sato, Cordelia Schmid

ECCV 2012 Computer Vision - ECCV 2012 - 12th European Conference on Computer Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part VII Andrew W. Fitzgibbon, Svetlana Lazebnik, Pietro Perona, Yoichi Sato, Cordelia Schmid

CVPR 2012 The Vitruvian Manifold: Inferring Dense Correspondences for One-Shot Human Pose Estimation Jonathan Taylor, Jamie Shotton, Toby Sharp, Andrew W. Fitzgibbon

ICCV 2011 Efficient Regression of General-Activity Human Poses from Depth Images Ross B. Girshick, Jamie Shotton, Pushmeet Kohli, Antonio Criminisi, Andrew W. Fitzgibbon

NeurIPS 2011 PiCoDes: Learning a Compact Code for Novel-Category Recognition Alessandro Bergamo, Lorenzo Torresani, Andrew W. Fitzgibbon

CVPR 2011 Real-Time Human Pose Recognition in Parts from Single Depth Images Jamie Shotton, Andrew W. Fitzgibbon, Mat Cook, Toby Sharp, Mark Finocchio, Richard Moore, Alex Kipman, Andrew Blake

ICML 2010 A Fast Natural Newton Method Nicolas Le Roux, Andrew W. Fitzgibbon

ECCV 2010 Efficient Object Category Recognition Using Classemes Lorenzo Torresani, Martin Szummer, Andrew W. Fitzgibbon

CVPR 2010 Finding Nemo: Deformable Object Class Modelling Using Curve Matching Mukta Prasad, Andrew W. Fitzgibbon, Andrew Zisserman, Luc Van Gool

CVPR 2009 Learning Query-Dependent Prefilters for Scalable Image Retrieval Lorenzo Torresani, Martin Szummer, Andrew W. Fitzgibbon

CVPR 2008 Global Stereo Reconstruction Under Second Order Smoothness Priors Oliver J. Woodford, Philip H. S. Torr, Ian D. Reid, Andrew W. Fitzgibbon

CVPR 2007 Combining Local and Global Motion Models for Feature Point Tracking Aeron Buchanan, Andrew W. Fitzgibbon

CVPR 2007 Efficient New-View Synthesis Using Pairwise Dictionary Priors Oliver J. Woodford, Ian D. Reid, Andrew W. Fitzgibbon

ICCV 2007 Learning Priors for Calibrating Families of Stereo Cameras Andrew W. Fitzgibbon, Duncan P. Robertson, Antonio Criminisi, Srikumar Ramalingam, Andrew Blake

ICCV 2007 Reconstructing High Quality Face-Surfaces Using Model Based Stereo Brian Amberg, Andrew Blake, Andrew W. Fitzgibbon, Sami Romdhani, Thomas Vetter

ICCV 2007 The Joint Manifold Model for Semi-Supervised Multi-Valued Regression Ramanan Navaratnam, Andrew W. Fitzgibbon, Roberto Cipolla

CVPR 2006 Interactive Feature Tracking Using K-D Trees and Dynamic Programming Aeron Buchanan, Andrew W. Fitzgibbon

ECCV 2006 Shift-Invariant Dynamic Texture Recognition Franco Woolfe, Andrew W. Fitzgibbon

CVPR 2006 Single View Reconstruction of Curved Surfaces Mukta Prasad, Andrew W. Fitzgibbon

CVPR 2005 A Rational Function Lens Distortion Model for General Cameras David Claus, Andrew W. Fitzgibbon

CVPR 2005 Damped Newton Algorithms for Matrix Factorization with Missing Data A. M. Buchanan, Andrew W. Fitzgibbon

CVPR 2005 Learning Spatiotemporal T-Junctions for Occlusion Detection Nicholas Apostoloff, Andrew W. Fitzgibbon

CVPR 2004 Bayesian Video Matting Using Learnt Image Priors Nicholas Apostoloff, Andrew W. Fitzgibbon

ECCV 2004 Reliable Fiducial Detection in Natural Scenes David Claus, Andrew W. Fitzgibbon

ICCV 2003 Image-Based Rendering Using Image-Based Priors Andrew W. Fitzgibbon, Yonatan Wexler, Andrew Zisserman

CVPR 2003 Joint Manifold Distance: A New Approach to Appearance Based Clustering Andrew W. Fitzgibbon, Andrew Zisserman

CVPR 2003 Learning Epipolar Geometry from Image Sequences Yonatan Wexler, Andrew W. Fitzgibbon, Andrew Zisserman

ECCV 2002 Bayesian Estimation of Layers from Multiple Images Yonatan Wexler, Andrew W. Fitzgibbon, Andrew Zisserman

ECCV 2002 On Affine Invariant Clustering and Automatic Cast Listing in Movies Andrew W. Fitzgibbon, Andrew Zisserman

CVPR 2001 Simultaneous Linear Estimation of Multiple View Geometry and Lens Distortion Andrew W. Fitzgibbon

ICCV 2001 Stochastic Rigidity: Image Registration for Nowhere-Static Scenes Andrew W. Fitzgibbon

ECCV 2000 Multibody Structure and Motion: 3-D Reconstruction of Independently Moving Objects Andrew W. Fitzgibbon, Andrew Zisserman

ICCV 1999 Parallax Geometry of Smooth Surfaces in Multiple Views Geoffrey Cross, Andrew W. Fitzgibbon, Andrew Zisserman

ECCV 1998 Automatic Camera Recovery for Closed or Open Image Sequences Andrew W. Fitzgibbon, Andrew Zisserman

ICCV 1998 Maintaining Multiple Motion Model Hypotheses Through Many Views to Recover Matching and Structure Philip H. S. Torr, Andrew W. Fitzgibbon, Andrew Zisserman

ECCV 1996 Beyond the Hough Transform: Further Properties of the R-Theta Mapping and Their Applications Mark W. Wright, Andrew W. Fitzgibbon, Peter J. Giblin, Robert B. Fisher

ECCV 1994 Lack-of-Fit Detection Using the Run-Distribution Test Andrew W. Fitzgibbon, Robert B. Fisher