Aleix M. Martı́nez

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All published works

Action	Title	Year	Authors
+ PDF Chat	Supervision-free Vision-Language Alignment	2025	Giorgio Giannone Ruoteng Li Qianli Feng Evgeny Perevodchikov Rui Chen Aleix M. Martı́nez
+	Structural Similarity: When to Use Deep Generative Models on Imbalanced Image Dataset Augmentation	2023	Chenqi Guo Fabian Benitez-Quiroz Qianli Feng Aleix M. Martı́nez
+	When do GANs replicate? On the choice of dataset size	2022	Qianli Feng Chenqi Guo Fabian Benitez-Quiroz Aleix M. Martı́nez
+	Rayleigh EigenDirections (REDs): GAN latent space traversals for multidimensional features	2022	Guha Balakrishnan Raghudeep Gadde Aleix M. Martı́nez Pietro Perona
+	Near Perfect GAN Inversion	2022	Qianli Feng Viraj Shah Raghudeep Gadde Pietro Perona Aleix M. Martı́nez
+	Leveraging The Topological Consistencies of Learning in Deep Neural Networks	2021	Stuart Synakowski Fabian Benitez-Quiroz Aleix M. Martı́nez
+ PDF Chat	Leveraging The Topological Consistencies of Learning in Deep Neural Networks	2021	Stuart Synakowski Fabian Benitez-Quiroz Aleix M. Martı́nez
+ PDF Chat	When do GANs replicate? On the choice of dataset size	2021	Qianli Feng Chenqi Guo Fabian Benitez-Quiroz Aleix M. Martı́nez
+ PDF Chat	Adding Knowledge to Unsupervised Algorithms for the Recognition of Intent	2021	Stuart Synakowski Qianli Feng Aleix M. Martı́nez
+	Diamond in the rough: Improving image realism by traversing the GAN latent space	2021	Jeffrey Wen Fabian Benitez-Quiroz Qianli Feng Aleix M. Martı́nez
+	Leveraging The Topological Consistencies of Learning in Deep Neural Networks	2021	Stuart Synakowski Fabian Benitez-Quiroz Aleix M. Martı́nez
+	The influence of spatial location on same-different judgments of facial identity and expression.	2020	Maurryce D Starks Anna Shafer-Skelton Michela Paradiso Aleix M. Martı́nez Julie D. Golomb
+ PDF Chat	The influence of spatial location on same-different judgments of facial identity and expression	2020	Maurryce D Starks Anna Shafer-Skelton Michela Paradiso Aleix M. Martı́nez Julie D. Golomb
+ PDF Chat	Computing the Testing Error Without a Testing Set	2020	Ciprian Corneanu Sérgio Escalera Aleix M. Martı́nez
+	Computing the Testing Error without a Testing Set	2020	Ciprian Corneanu Meysam Madadi Sérgio Escalera Aleix M. Martı́nez
+	Automatic selection of eye tracking variables in visual categorization in adults and infants	2020	Samuel Rivera Catherine Best‐Popescu Hyungwook Yim Dirk B. Walther Vladimir M. Sloutsky Aleix M. Martı́nez
+	Computing the Testing Error without a Testing Set	2020	Ciprian Corneanu Meysam Madadi Sérgio Escalera Aleix M. Martı́nez
+ PDF Chat	Cross-Cultural and Cultural-Specific Production and Perception of Facial Expressions of Emotion in the Wild	2018	Ramprakash Srinivasan Aleix M. Martı́nez
+	Cross-Cultural and Cultural-Specific Production and Perception of Facial Expressions of Emotion in the Wild	2018	Ramprakash Srinivasan Aleix M. Martı́nez
+	GANimation: Anatomically-aware Facial Animation from a Single Image	2018	Albert Pumarola Antonio Agudo Aleix M. Martı́nez Alberto Sanfeliu Francesc Moreno-Noguer
+	Cross-Cultural and Cultural-Specific Production and Perception of Facial Expressions of Emotion in the Wild	2018	Ramprakash Srinivasan Aleix M. Martı́nez
+	GANimation: Anatomically-aware Facial Animation from a Single Image	2018	Albert Pumarola Antonio Agudo Aleix M. Martı́nez Alberto Sanfeliu Francesc Moreno-Noguer
+ PDF Chat	A Simple, Fast and Highly-Accurate Algorithm to Recover 3D Shape from 2D Landmarks on a Single Image	2017	Ruiqi Zhao Yan Wang Aleix M. Martı́nez
+	EmotioNet Challenge: Recognition of facial expressions of emotion in the wild.	2017	C. Fabian Benitez-Quiroz Ramprakash Srinivasan Qianli Feng Yan Wang Aleix M. Martı́nez
+	EmotioNet Challenge: Recognition of facial expressions of emotion in the wild	2017	C. Fabian Benitez-Quiroz Ramprakash Srinivasan Qianli Feng Yan Wang Aleix M. Martı́nez
+	A Simple, Fast and Highly-Accurate Algorithm to Recover 3D Shape from 2D Landmarks on a Single Image	2016	Ruiqi Zhao Yan Wang Aleix M. Martı́nez
+ PDF Chat	Multiple Ordinal Regression by Maximizing the Sum of Margins	2015	Onur C. Hamsici Aleix M. Martı́nez
+	Rotation Invariant Kernels and Their Application to Shape Analysis	2008	Onur C. Hamsici Aleix M. Martı́nez
+ PDF Chat	Who is LB1? Discriminant analysis for the classification of specimens	2008	Aleix M. Martı́nez Onur C. Hamsici
+	Bayes Optimality in Linear Discriminant Analysis	2008	Onur C. Hamsici Aleix M. Martı́nez
+	Bayes Optimality in Linear	2008	Onur C. Hamsici Aleix M. Martı́nez
+	Spherical-Homoscedastic Shapes	2007	Onur C. Hamsici Aleix M. Martı́nez
+	Subclass discriminant analysis	2006	Manli Zhu Aleix M. Martı́nez
+	Optimal Subclass Discovery for Discriminant Analysis	2005	Manli Zhu Aleix M. Martı́nez

Common Coauthors

Coauthor	Papers Together
Qianli Feng	9
Fabian Benitez-Quiroz	7
Onur C. Hamsici	6
Ramprakash Srinivasan	5
Stuart Synakowski	4
Sérgio Escalera	3
Ciprian Corneanu	3
Michela Paradiso	2
Albert Pumarola	2
Pietro Perona	2
Manli Zhu	2
Francesc Moreno-Noguer	2
Anna Shafer-Skelton	2
Julie D. Golomb	2
Raghudeep Gadde	2
Ruiqi Zhao	2
Maurryce D Starks	2
C. Fabian Benitez-Quiroz	2
Chenqi Guo	2
Alberto Sanfeliu	2
Meysam Madadi	2
Evgeny Perevodchikov	1
Antonio Agudo	1
Dirk B. Walther	1
Antonio Agudo	1
Chenqi Guo	1
Giorgio Giannone	1
Catherine Best‐Popescu	1
Ruoteng Li	1
Hyungwook Yim	1
Vladimir M. Sloutsky	1
Samuel Rivera	1
Guha Balakrishnan	1
Yan Wang	1
Yan Wang	1
Rui Chen	1
Yan Wang	1
Yan Wang	1
Viraj Shah	1
Jeffrey Wen	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Subclass discriminant analysis	2006	Manli Zhu Aleix M. Martı́nez	4
+	EmotioNet Challenge: Recognition of facial expressions of emotion in the wild.	2017	C. Fabian Benitez-Quiroz Ramprakash Srinivasan Qianli Feng Yan Wang Aleix M. Martı́nez	3
+	Multiclass linear dimension reduction by weighted pairwise Fisher criteria	2001	Marco Loog Robert P. W. Duin Reinhold Haeb‐Umbach	3
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	3
+ PDF Chat	Show and tell: A neural image caption generator	2015	Oriol Vinyals Alexander Toshev Samy Bengio Dumitru Erhan	2
+ PDF Chat	Computing Persistent Homology	2004	Afra Zomorodian Gunnar Carlsson	2
+	Fisher discriminant analysis with kernels	2003	Mika Sirén Gunnar Rätsch Jason Weston Bernhard Schölkopf K.R. Mullers	2
+	Statistical Shape Analysis	2014	Anuj Srivastava Sebastian Kurtek Eric Klassen	2
+	Linear Statistical Inference and Its Applications	1966	N. L. Johnson C. Radhakrishna Rao	2
+	Linear Statistical Inference and its Applications.	1975	Stephen E. Fienberg C. R. Rao	2
+	Numerical Linear Algebra and Optimization	2021	Philip E. Gill Walter Murray Margaret H. Wright	2
+	A general model for finite-sample effects in training and testing of competing classifiers	2003	Sergey V. Beiden Marcus A. Maloof Robert F. Wagner	2
+	Linear discrimination for three known normal populations	1984	Mark J. Schervish	2
+	Statistical shape analysis: clustering, learning, and testing	2005	Anuj Srivastava S. K. Joshi Washington Mio Xiuwen Liu	2
+ PDF Chat	On the Intrinsic Dimensionality of Image Representations	2019	Sixue Gong Vishnu Naresh Boddeti Anil K. Jain	2
+ PDF Chat	Empirical Analysis Of Overfitting And Mode Drop In Gan Training	2020	Yasin Yazıcı Chuan-Sheng Foo Stefan Winkler Kim–Hui Yap Vijay Chandrasekhar	2
+	Predicting the Generalization Gap in Deep Networks with Margin Distributions	2018	Yiding Jiang Dilip Krishnan Hossein Mobahi Samy Bengio	2
+ PDF Chat	Computing the Testing Error Without a Testing Set	2020	Ciprian Corneanu Sérgio Escalera Aleix M. Martı́nez	2
+ PDF Chat	Deepfakes for Medical Video De-Identification	2020	Bingquan Zhu Hao Fang Yanan Sui Luming Li	2
+ PDF Chat	Deep Learning Face Attributes in the Wild	2015	Ziwei Liu Ping Luo Xiaogang Wang Xiaoou Tang	2
+	EmotioNet Challenge: Recognition of facial expressions of emotion in the wild	2017	C. Fabian Benitez-Quiroz Ramprakash Srinivasan Qianli Feng Yan Wang Aleix M. Martı́nez	2
+ PDF Chat	Discrimination, Allocatory and Separatory, Linear Aspects	1977	Seymour Geisser	2
+ PDF Chat	The Cityscapes Dataset for Semantic Urban Scene Understanding	2016	Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele	2
+ PDF Chat	A Simple, Fast and Highly-Accurate Algorithm to Recover 3D Shape from 2D Landmarks on a Single Image	2017	Ruiqi Zhao Yan Wang Aleix M. Martı́nez	2
+ PDF Chat	Fully convolutional networks for semantic segmentation	2015	Jonathan Long Evan Shelhamer Trevor Darrell	2
+	Neural Persistence: A Complexity Measure for Deep Neural Networks Using Algebraic Topology	2018	Bastian Rieck Matteo Togninalli Christian Bock Michael Moor Max Horn Thomas Gumbsch Karsten Borgwardt	2
+	Nonparametric Discriminant Analysis	1983	Keinosuke Fukunaga James M. Mantock	2
+ PDF Chat	3D shape estimation from 2D landmarks: A convex relaxation approach	2015	Xiaowei Zhou Spyridon Leonardos Xiaoyan Hu Kostas Daniilidis	2
+ PDF Chat	Shape Manifolds, Procrustean Metrics, and Complex Projective Spaces	1984	David G. Kendall	2
+	Matrix multiplication via arithmetic progressions	1990	Don Coppersmith S. Winograd	2
+ PDF Chat	This Face Does Not Exist... But It Might Be Yours! Identity Leakage in Generative Models	2021	Patrick Tinsley Adam Czajka Patrick J. Flynn	2
+	Bayes Optimality in Linear Discriminant Analysis	2008	Onur C. Hamsici Aleix M. Martı́nez	2
+	The Complex Bingham Distribution and Shape Analysis	1994	John T. Kent	2
+ PDF Chat	GAN-based synthetic medical image augmentation for increased CNN performance in liver lesion classification	2018	Maayan Frid-Adar Idit Diamant Eyal Klang Michal Marianne Amitai Jacob Goldberger Hayit Greenspan	2
+ PDF Chat	A Style-Based Generator Architecture for Generative Adversarial Networks	2019	Tero Karras Samuli Laine Timo Aila	2
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	2
+	Are GANs Created Equal? A Large-Scale Study	2017	Mario Lučić Karol Kurach Marcin Michalski Sylvain Gelly Olivier Bousquet	2
+ PDF Chat	Towards a topological–geometrical theory of group equivariant non-expansive operators for data analysis and machine learning	2019	Mattia G. Bergomi Patrizio Frosini Daniela Giorgi Nicola Quercioli	2
+	Saddlepoint approximations for the Bingham and Fisher–Bingham normalising constants	2005	Alfred Kume Andrew T. A. Wood	2
+ PDF Chat	Parallel processing of serial movements in prefrontal cortex	2002	Bruno B. Averbeck Matthew V. Chafee David A. Crowe Apostolos P. Georgopoulos	2
+	A note on the evaluation of generative models	2015	Lucas Theis Aäron van den Oord Matthias Bethge	1
+ PDF Chat	Penalized Discriminant Analysis	1995	Trevor Hastie Andreas Buja Robert Tibshirani	1
+	Theano: new features and speed improvements	2012	Frédéric Bastien Pascal Lamblin Razvan Pascanu James Bergstra Ian J. Goodfellow Arnaud Bergeron Nicolas Bouchard David Warde-Farley Yoshua Bengio	1
+	A Nonparametric Valley-Seeking Technique for Cluster Analysis	1972	Warren Koontz Keinosuke Fukunaga	1
+	Flexible Discriminant Analysis by Optimal Scoring	1994	Trevor Hastie Robert Tibshirani Andreas Buja	1
+	Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks	2015	Alec Radford Luke Metz Soumith Chintala	1
+	Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm	1977	A. P. Dempster N. M. Laird Donald B. Rubin	1
+	Where Infants Look Determines How They See: Eye Movements and Object Perception Performance in 3‐Month‐Olds	2004	Scott P. Johnson Jonathan A. Slemmer Dima Amso	1
+	A Probabilistic Theory of Pattern Recognition	1996	Luc Devroye László Györfi Gábor Lugosi	1
+	Regression Models for Ordinal Data	1980	Peter McCullagh	1