Simon Baker

According to our database, Simon Baker authored at least 108 papers between 1996 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Can Rule-Based Insights Enhance LLMs for Radiology Report Classification? Introducing the RadPrompt Methodology.

Panagiotis Fytas, Anna Breger, Ian Selby, Simon Baker, Shahab Shahipasand, Anna Korhonen

Proceedings of the 23rd Workshop on Biomedical Natural Language Processing, 2024

2021

PROTOTYPE-TO-STYLE: Dialogue Generation With Style-Aware Editing on Retrieval Memory.

Yixuan Su, Yan Wang, Deng Cai, Simon Baker, Anna Korhonen, Nigel Collier

IEEE ACM Trans. Audio Speech Lang. Process., 2021

BioVerbNet: a large semantic-syntactic classification of verbs in biomedicine.

Olga Majewska, Charlotte Collins, Simon Baker, Jari Björne, Susan Windisch Brown, Anna Korhonen, Martha Palmer

J. Biomed. Semant., 2021

Few-Shot Table-to-Text Generation with Prototype Memory.

Yixuan Su, Zaiqiao Meng, Simon Baker, Nigel Collier

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Non-Autoregressive Text Generation with Pre-trained Language Models.

Yixuan Su, Deng Cai, Yan Wang, David Vandyke, Simon Baker, Piji Li, Nigel Collier

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Keep the Primary, Rewrite the Secondary: A Two-Stage Approach for Paraphrase Generation.

Yixuan Su, David Vandyke, Simon Baker, Yan Wang, Nigel Collier

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Dialogue Response Selection with Hierarchical Curriculum Learning.

Yixuan Su, Deng Cai, Qingyu Zhou, Zibo Lin, Simon Baker, Yunbo Cao, Shuming Shi, Nigel Collier, Yan Wang

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Word embeddings for biomedical natural language processing: A survey.

Billy Chiu, Simon Baker

Lang. Linguistics Compass, 2020

A systematic literature review of automatic Alzheimer's disease detection from speech and language.

Ulla Petti, Simon Baker, Anna Korhonen

J. Am. Medical Informatics Assoc., 2020

Extracting supply chain maps from news articles using deep neural networks.

Pascal Wichmann, Alexandra Brintrup, Simon Baker, Philip Woodall, Duncan C. McFarlane

Int. J. Prod. Res., 2020

Prototype-to-Style: Dialogue Generation with Style-Aware Editing on Retrieval Memory.

Yixuan Su, Yan Wang, Simon Baker, Deng Cai, Xiaojiang Liu, Anna Korhonen, Nigel Collier

CoRR, 2020

Stylistic Dialogue Generation via Information-Guided Reinforcement Learning Strategy.

Yixuan Su, Deng Cai, Yan Wang, Simon Baker, Anna Korhonen, Nigel Collier, Xiaojiang Liu

CoRR, 2020

Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity.

Ivan Vulic, Simon Baker, Edoardo Maria Ponti, Ulla Petti, Ira Leviant, Kelly Wing, Olga Majewska, Eden Bar, Matt Malone, Thierry Poibeau, Roi Reichart, Anna Korhonen

CoRR, 2020

Multi-SimLex: A Large-Scale Evaluation of Multilingual and Crosslingual Lexical Semantic Similarity.

Ivan Vulic, Simon Baker, Edoardo Maria Ponti, Ulla Petti, Ira Leviant, Kelly Wing, Olga Majewska, Eden Bar, Matt Malone, Thierry Poibeau, Roi Reichart, Anna Korhonen

Comput. Linguistics, 2020

2019

LION LBD: a literature-based discovery system for cancer biology.

Sampo Pyysalo, Simon Baker, Imran Ali, Stefan Haselwimmer, Tejas Shah, Andrew Young, Yufan Guo, Johan Högberg, Ulla Stenius, Masashi Narita, Anna Korhonen

Bioinform., 2019

Enhancing biomedical word embeddings by retrofitting to verb clusters.

Billy Chiu, Simon Baker, Martha Palmer, Anna Korhonen

Proceedings of the 18th BioNLP Workshop and Shared Task, 2019

2018

Correction to: Towards improving decision making and estimating the value of decisions in value-based software engineering: the VALUE framework.

Emilia Mendes, Pilar Rodríguez, Vitor Freitas, Simon Baker, Mohamed Amine Atoui

Softw. Qual. J., 2018

Towards improving decision making and estimating the value of decisions in value-based software engineering: the VALUE framework.

Emilia Mendes, Pilar Rodríguez, Vitor Freitas, Simon Baker, Mohamed Amine Atoui

Softw. Qual. J., 2018

Variable Typing: Assigning Meaning to Variables in Mathematical Text.

Yiannos Stathopoulos, Simon Baker, Marek Rei, Simone Teufel

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

2017

Cancer Hallmarks Analytics Tool (CHAT): a text mining approach to organize and evaluate scientific literature on cancer.

Simon Baker, Imran Ali, Ilona Silins, Sampo Pyysalo, Yufan Guo, Johan Högberg, Ulla Stenius, Anna Korhonen

Bioinform., 2017

Initializing neural networks for hierarchical multi-label text classification.

Simon Baker, Anna Korhonen

Proceedings of the BioNLP 2017, Vancouver, Canada, August 4, 2017, 2017

2016

Automatic semantic classification of scientific literature according to the hallmarks of cancer.

Simon Baker, Ilona Silins, Yufan Guo, Imran Ali, Johan Högberg, Ulla Stenius, Anna Korhonen

Bioinform., 2016

Cancer Hallmark Text Classification Using Convolutional Neural Networks.

Simon Baker, Anna Korhonen, Sampo Pyysalo

Proceedings of the Fifth Workshop on Building and Evaluating Resources for Biomedical Text Mining, 2016

Robust Text Classification for Sparsely Labelled Data Using Multi-level Embeddings.

Simon Baker, Douwe Kiela, Anna Korhonen

Proceedings of the COLING 2016, 2016

2014

Inverse Compositional Algorithm.

Simon Baker

Computer Vision, A Reference Guide, 2014

Expansions in Non-Integer Bases: Lower Order Revisited.

Simon Baker, Nikita Sidorov

Integers, 2014

Generalized Golden Ratios Over Integer Alphabets.

Simon Baker

Integers, 2014

AutoCaption: Automatic caption generation for personal photos.

Krishnan Ramnath, Simon Baker, Lucy Vanderwende, Motaz Ahmad El-Saban, Sudipta N. Sinha, Anitha Kannan, Noran Hassan, Michel Galley, Yi Yang, Deva Ramanan, Alessandro Bergamo, Lorenzo Torresani

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Car make and model recognition using 3D curve alignment.

Edward Hsiao, Sudipta N. Sinha, Krishnan Ramnath, Simon Baker, C. Lawrence Zitnick, Richard Szeliski

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Mining text snippets for images on the web.

Anitha Kannan, Simon Baker, Krishnan Ramnath, Juliet Fiss, Dahua Lin, Lucy Vanderwende, Rizwan Ansary, Ashish Kapoor, Qifa Ke, Matt Uyttendaele, Xin-Jing Wang, Lei Zhang

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

An Unsupervised Model for Instance Level Subcategorization Acquisition.

Simon Baker, Roi Reichart, Anna Korhonen

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Improving Literature-Based Discovery with Advanced Text Mining.

Anna Korhonen, Yufan Guo, Simon Baker, Meliha Yetisgen-Yildiz, Ulla Stenius, Masashi Narita, Pietro Liò

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2014

2012

Recognizing proxemics in personal photos.

Yi Yang, Simon Baker, Anitha Kannan, Deva Ramanan

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Memory constrained face recognition.

Ashish Kapoor, Simon Baker, Sumit Basu, Eric Horvitz

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011

Local Distance Functions: A Taxonomy, New Algorithms, and an Evaluation.

Deva Ramanan, Simon Baker

IEEE Trans. Pattern Anal. Mach. Intell., 2011

A Database and Evaluation Methodology for Optical Flow.

Simon Baker, Daniel Scharstein, J. P. Lewis, Stefan Roth, Michael J. Black, Richard Szeliski

Int. J. Comput. Vis., 2011

Face Recognition Across Pose and Illumination.

Ralph Gross, Simon Baker, Iain A. Matthews, Takeo Kanade

Proceedings of the Handbook of Face Recognition, 2nd Edition., 2011

2010

Internet Vision.

Shai Avidan, Simon Baker, Ying Shan

Proc. IEEE, 2010

Multi-PIE.

Ralph Gross, Iain A. Matthews, Jeffrey F. Cohn, Takeo Kanade, Simon Baker

Image Vis. Comput., 2010

Evaluating the Weighted Sum Algorithm for Estimating Conditional Probabilities in Bayesian Networks.

Simon Baker, Emilia Mendes

Proceedings of the 22nd International Conference on Software Engineering & Knowledge Engineering (SEKE'2010), Redwood City, San Francisco Bay, CA, USA, July 1, 2010

Aggregating Expert-Driven Causal Maps for Web Effort Estimation.

Simon Baker, Emilia Mendes

Proceedings of the Advances in Software Engineering, 2010

Joint People, Event, and Location Recognition in Personal Photo Collections Using Cross-Domain Context.

Dahua Lin, Ashish Kapoor, Gang Hua, Simon Baker

Proceedings of the Computer Vision, 2010

Removing rolling shutter wobble.

Simon Baker, Eric P. Bennett, Sing Bing Kang, Richard Szeliski

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009

An MRF-Based DeInterlacing Algorithm With Exemplar-Based Refinement.

Shengyang Dai, Simon Baker, Sing Bing Kang

IEEE Trans. Image Process., 2009

The Theory and Practice of Coplanar Shadowgram Imaging for Acquiring Visual Hulls of Intricate Objects.

Shuntaro Yamazaki, Srinivasa G. Narasimhan, Simon Baker, Takeo Kanade

Int. J. Comput. Vis., 2009

Robust low-resolution face identification and verification using high-resolution features.

Pablo H. Hennings-Yeomans, B. V. K. Vijaya Kumar, Simon Baker

Proceedings of the International Conference on Image Processing, 2009

Filter flow.

Steven M. Seitz, Simon Baker

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Which faces to tag: Adding prior constraints into active learning.

Ashish Kapoor, Gang Hua, Amir Akbarzadeh, Simon Baker

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Clustering Videos by Location.

Florian Schroff, C. Lawrence Zitnick, Simon Baker

Proceedings of the British Machine Vision Conference, 2009

Face De-identification.

Ralph Gross, Latanya Sweeney, Jeffrey F. Cohn, Fernando De la Torre, Simon Baker

Proceedings of the Protecting Privacy in Video Surveillance, 2009

2008

Guest Editors' Introduction to the Special Section on CVPR Papers.

Simon Baker, Jiri Matas, Ramin Zabih

IEEE Trans. Pattern Anal. Mach. Intell., 2008

Multi-View AAM Fitting and Construction.

Krishnan Ramnath, Seth Koterba, Jing Xiao, Changbo Hu, Iain A. Matthews, Simon Baker, Jeffrey F. Cohn, Takeo Kanade

Int. J. Comput. Vis., 2008

Increasing the density of Active Appearance Models.

Krishnan Ramnath, Simon Baker, Iain A. Matthews, Deva Ramanan

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Simultaneous super-resolution and feature extraction for recognition of low-resolution faces.

Pablo H. Hennings-Yeomans, Simon Baker, B. V. K. Vijaya Kumar

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Semi-supervised learning of multi-factor models for face de-identification.

Ralph Gross, Latanya Sweeney, Fernando De la Torre, Simon Baker

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Automated Usability Testing Framework.

Fiora Au, Simon Baker, Ian Warren, Gillian Dobbie

Proceedings of the User Interfaces 2008, Ninth Australasian User Interface Conference, 2008

Automated Usability Testing Using HUI Analyzer.

Simon Baker, Fiora Au, Gillian Dobbie, Ian Warren

Proceedings of the 19th Australian Software Engineering Conference (ASWEC 2008), 2008

Model-Based De-Identification of Facial Images.

Ralph Gross, Latanya Sweeney, Jeffrey F. Cohn, Fernando De la Torre, Simon Baker

Proceedings of the AMIA 2008, 2008

2007

The Asymmetry of Image Registration and Its Application to Face Tracking.

Göksel Dedeoglu, Takeo Kanade, Simon Baker

IEEE Trans. Pattern Anal. Mach. Intell., 2007

2D vs. 3D Deformable Face Models: Representational Power, Construction, and Real-Time Fitting.

Iain A. Matthews, Jing Xiao, Simon Baker

Int. J. Comput. Vis., 2007

Coplanar Shadowgrams for Acquiring Visual Hulls of Intricate Objects.

Shuntaro Yamazaki, Srinivasa G. Narasimhan, Simon Baker, Takeo Kanade

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Leveragingarchivalvideo for building face datasets.

Deva Ramanan, Simon Baker, Sham M. Kakade

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

2006

Active appearance models with occlusion.

Ralph Gross, Iain A. Matthews, Simon Baker

Image Vis. Comput., 2006

Evaluating Error Functions for Robust Active Appearance Models.

Barry-John Theobald, Iain A. Matthews, Simon Baker

Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006

Resolution-Aware Fitting of Active Appearance Models to Low Resolution Images.

Göksel Dedeoglu, Simon Baker, Takeo Kanade

Proceedings of the Computer Vision, 2006

Model-Based Face De-Identification.

Ralph Gross, Latanya Sweeney, Fernando De la Torre, Simon Baker

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

2005

Image-based spatio-temporal modeling and view interpolation of dynamic events.

Sundar Vedula, Simon Baker, Takeo Kanade

ACM Trans. Graph., 2005

Three-Dimensional Scene Flow.

Sundar Vedula, Simon Baker, Peter Rander, Robert T. Collins, Takeo Kanade

IEEE Trans. Pattern Anal. Mach. Intell., 2005

Generic vs. person specific active appearance models.

Ralph Gross, Iain A. Matthews, Simon Baker

Image Vis. Comput., 2005

Shape-From-Silhouette Across Time Part II: Applications to Human Modeling and Markerless Motion Tracking.

German K. M. Cheung, Simon Baker, Takeo Kanade

Int. J. Comput. Vis., 2005

Multilevel Spectral Partitioning for Efficient Image Segmentation and Tracking.

David Tolliver, Robert T. Collins, Simon Baker

Proceedings of the 7th IEEE Workshop on Applications of Computer Vision / IEEE Workshop on Motion and Video Computing (WACV/MOTION 2005), 2005

Multi-View AAM Fitting and Camera Calibration.

Seth Koterba, Simon Baker, Iain A. Matthews, Changbo Hu, Jing Xiao, Jeffrey F. Cohn, Takeo Kanade

Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Representational Oriented Component Analysis (ROCA) for Face Recognition with One Sample Image per Training Class.

Fernando De la Torre, Ralph Gross, Simon Baker, B. V. K. Vijaya Kumar

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004

The Template Update Problem.

Iain A. Matthews, Takahiro Ishikawa, Simon Baker

IEEE Trans. Pattern Anal. Mach. Intell., 2004

Appearance-Based Face Recognition and Light-Fields.

Ralph Gross, Iain A. Matthews, Simon Baker

IEEE Trans. Pattern Anal. Mach. Intell., 2004

Automatic Construction of Active Appearance Models as an Image Coding Problem.

Simon Baker, Iain A. Matthews, Jeff G. Schneider

IEEE Trans. Pattern Anal. Mach. Intell., 2004

Active Appearance Models Revisited.

Iain A. Matthews, Simon Baker

Int. J. Comput. Vis., 2004

Shape-From-Silhouette Across Time Part I: Theory and Algorithms.

German K. M. Cheung, Simon Baker, Takeo Kanade

Int. J. Comput. Vis., 2004

Lucas-Kanade 20 Years On: A Unifying Framework.

Simon Baker, Iain A. Matthews

Int. J. Comput. Vis., 2004

Real-Time Combined 2D+3D Active Appearance Models.

Jing Xiao, Simon Baker, Iain A. Matthews, Takeo Kanade

Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

Constructing and Fitting Active Appearance Models With Occlusion.

Ralph Gross, Iain A. Matthews, Simon Baker

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

Fitting a Single Active Appearance Model Simultaneously to Multiple Images.

Changbo Hu, Jing Xiao, Iain A. Matthews, Simon Baker, Jeffrey F. Cohn, Takeo Kanade

Proceedings of the British Machine Vision Conference, 2004

Markerless Human Motion Transfer.

German K. M. Cheung, Simon Baker, Jessica K. Hodgins, Takeo Kanade

Proceedings of the 2nd International Symposium on 3D Data Processing, 2004

2003

The CMU Pose, Illumination, and Expression Database.

Terence Sim, Simon Baker, Maan Bsat

IEEE Trans. Pattern Anal. Mach. Intell., 2003

When Is the Shape of a Scene Unique Given Its Light-Field: A Fundamental Theorem of 3D Vision?

Simon Baker, Terence Sim, Takeo Kanade

IEEE Trans. Pattern Anal. Mach. Intell., 2003

Tele-Graffiti: A Camera-Projector Based Remote Sketching System with Hand-Based User Interface and Automatic Session Summarization.

Naoya Takao, Jianbo Shi, Simon Baker

Int. J. Comput. Vis., 2003

Visual Hull Alignment and Refinement Across Time: A 3D Reconstruction Algorithm Combining Shape-From-Silhouette with Stereo.

German K. M. Cheung, Simon Baker, Takeo Kanade

Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

Shape-From-Silhouette of Articulated Objects and its Use for Human Body Kinematics Estimation and Motion Capture.

German K. M. Cheung, Simon Baker, Takeo Kanade

Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002

Limits on Super-Resolution and How to Break Them.

Simon Baker, Takeo Kanade

IEEE Trans. Pattern Anal. Mach. Intell., 2002

Spatio-Temporal View Interpolation.

Sundar Vedula, Simon Baker, Takeo Kanade

Proceedings of the 13th Eurographics Workshop on Rendering Techniques, 2002

The CMU Pose, Illumination, and Expression (PIE) Database.

Terence Sim, Simon Baker, Maan Bsat

Proceedings of the 5th IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2002), 2002

Eigen Light-Fields and Face Recognition Across Pose.

Ralph Gross, Iain A. Matthews, Simon Baker

Proceedings of the 5th IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2002), 2002

Appearance-Based 3-D Face Recognition from Video.

Volker Krüger, Ralph Gross, Simon Baker

Proceedings of the Pattern Recognition, 2002

Fisher Light-Fields for Face Recognition across Pose and Illumination.

Ralph Gross, Iain A. Matthews, Simon Baker

Proceedings of the Pattern Recognition, 2002

2001

Tele-Graffiti: A Pen and Paper-Based Remote Sketching System.

Naoya Takao, Jianbo Shi, Simon Baker, Iain A. Matthews, Bart C. Nabbe

Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

A Characterization of Inherent Stereo Ambiguities.

Simon Baker, Terence Sim, Takeo Kanade

Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Equivalence and Efficiency of Image Alignment Algorithms.

Simon Baker, Iain A. Matthews

Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000

Hallucinating Faces.

Simon Baker, Takeo Kanade

Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2000), 2000

Shape and Motion Carving in 6D.

Sundar Vedula, Simon Baker, Steven M. Seitz, Takeo Kanade

Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1999

A Theory of Single-Viewpoint Catadioptric Image Formation.

Simon Baker, Shree K. Nayar

Int. J. Comput. Vis., 1999

From 2D Images to 2.5D Sprites: A Layered Approach to Modeling 3D Scenes.

Richard Szeliski, P. Anandan, Simon Baker

Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

Global Measures of Coherence for Edge Detector Evaluation.

Simon Baker, Shree K. Nayar

Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

1998

Parametric Feature Detection.

Simon Baker, Shree K. Nayar, Hiroshi Murase

Int. J. Comput. Vis., 1998

Interactive 3D modeling from multiple images using scene regularities.

Heung-Yeung Shum, Richard Szeliski, Simon Baker, Mei Han, P. Anandan

Proceedings of the Proceedings Fourth IEEE Workshop on Applications of Computer Vision, 1998

A Theory of Catadioptric Image Formation.

Simon Baker, Shree K. Nayar

Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998

A Layered Approach to Stereo Reconstruction.

Simon Baker, Richard Szeliski, P. Anandan

Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

1996

Algorithms for pattern rejection.

Simon Baker, Shree K. Nayar

Proceedings of the 13th International Conference on Pattern Recognition, 1996

Pattern Rejection.

Simon Baker, Shree K. Nayar

Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96), 1996