Aleix M. Martínez

94 papers A* 16A 3B 5Journal 49Unranked 15

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Disentanglement in T-space for Faster and Distributed Training of Diffusion Models with Fewer Latent-states. CoRR Samarth Gupta, Raghudeep Gadde, Rui Chen, Aleix M. Martínez
2025	A	`conf`	Structured Human Assessment of Text-to-Image Generative Models. WACV Ciprian A. Corneanu, Qianli Feng, Aleix M. Martínez
2024	A	`conf`	LatentPaint: Image Inpainting in Latent Space with Diffusion Models. WACV Ciprian A. Corneanu, Raghudeep Gadde, Aleix M. Martínez
2022	J	`jnl`	When do GANs replicate? On the choice of dataset size. CoRR Qianli Feng, Chenqi Guo, Fabian Benitez-Quiroz, Aleix M. Martínez
2021	J	`jnl`	Adding Knowledge to Unsupervised Algorithms for the Recognition of Intent. Int. J. Comput. Vis. Stuart Synakowski, Qianli Feng, Aleix M. Martínez
2021	J	`jnl`	Cross-Cultural and Cultural-Specific Production and Perception of Facial Expressions of Emotion in the Wild. IEEE Trans. Affect. Comput. Ramprakash Srinivasan, Aleix M. Martínez
2021	A*	`conf`	Detail Me More: Improving GAN's photo-realism of complex scenes. ICCV Raghudeep Gadde, Qianli Feng, Aleix M. Martínez
2021	J	`jnl`	Diamond in the rough: Improving image realism by traversing the GAN latent space. CoRR Jeffrey Wen, Fabian Benitez-Quiroz, Qianli Feng, Aleix M. Martínez
2021	J	`jnl`	Leveraging The Topological Consistencies of Learning in Deep Neural Networks. CoRR Stuart Synakowski, Fabian Benitez-Quiroz, Aleix M. Martínez
2021	A*	`conf`	When do GANs replicate? On the choice of dataset size. ICCV Qianli Feng, Chenqi Guo, Fabian Benitez-Quiroz, Aleix M. Martínez
2020	J	`jnl`	Adding Knowledge to Unsupervised Algorithms for the Recognition of Intent. CoRR Stuart Synakowski, Qianli Feng, Aleix M. Martínez
2020	A*	`conf`	Computing the Testing Error Without a Testing Set. CVPR Ciprian A. Corneanu, Sergio Escalera, Aleix M. Martínez
2020	J	`jnl`	Computing the Testing Error without a Testing Set. CoRR Ciprian A. Corneanu, Meysam Madadi, Sergio Escalera, Aleix M. Martínez
2020	B	`conf`	Explainable Early Stopping for Action Unit Recognition. FG Ciprian A. Corneanu, Meysam Madadi, Sergio Escalera, Aleix M. Martínez
2020	J	`jnl`	GANimation: One-Shot Anatomically Consistent Facial Animation. Int. J. Comput. Vis. Albert Pumarola, Antonio Agudo, Aleix M. Martínez, Alberto Sanfeliu, Francesc Moreno-Noguer
2019	J	`jnl`	Discriminant Functional Learning of Color Features for the Recognition of Facial Action Units and Their Intensities. IEEE Trans. Pattern Anal. Mach. Intell. Carlos F. Benitez-Quiroz, Ramprakash Srinivasan, Aleix M. Martínez
2019	A*	`conf`	What Does It Mean to Learn in Deep Networks? And, How Does One Detect Adversarial Attacks? CVPR Ciprian A. Corneanu, Meysam Madadi, Sergio Escalera, Aleix M. Martínez
2018	J	`jnl`	A Simple, Fast and Highly-Accurate Algorithm to Recover 3D Shape from 2D Landmarks on a Single Image. IEEE Trans. Pattern Anal. Mach. Intell. Ruiqi Zhao, Yan Wang, Aleix M. Martínez
2018	J	`jnl`	Cross-Cultural and Cultural-Specific Production and Perception of Facial Expressions of Emotion in the Wild. CoRR Ramprakash Srinivasan, Aleix M. Martínez
2018	J	`jnl`	Facial color is an efficient mechanism to visually transmit emotion. Proc. Natl. Acad. Sci. USA Carlos F. Benitez-Quiroz, Ramprakash Srinivasan, Aleix M. Martínez
2018	—	`conf`	GANimation: Anatomically-Aware Facial Animation from a Single Image. ECCV (10) Albert Pumarola, Antonio Agudo, Aleix M. Martínez, Alberto Sanfeliu, Francesc Moreno-Noguer
2018	J	`jnl`	GANimation: Anatomically-aware Facial Animation from a Single Image. CoRR Albert Pumarola, Antonio Agudo, Aleix M. Martínez, Alberto Sanfeliu, Francesc Moreno-Noguer
2018	A*	`conf`	Learning Facial Action Units From Web Images With Scalable Weakly Supervised Clustering. CVPR Kaili Zhao, Wen-Sheng Chu, Aleix M. Martínez
2018	—	`conf`	Neural Model for the Visual Recognition of Animacy and Social Interaction. ICANN (3) Mohammad Hovaidi-Ardestani, Nitin Saini, Aleix M. Martínez, Martin A. Giese
2017	—	`ch.`	A Model of the Perception of Facial Expressions of Emotion by Humans: Research Overview and Perspectives. Gesture Recognition Aleix M. Martínez, Shichuan Du
2017	J	`jnl`	EmotioNet Challenge: Recognition of facial expressions of emotion in the wild. CoRR Carlos Fabian Benitez-Quiroz, Ramprakash Srinivasan, Qianli Feng, Yan Wang, Aleix M. Martínez
2017	A*	`conf`	Recognition of Action Units in the Wild with Deep Nets and a New Global-Local Loss. ICCV Carlos Fabian Benitez-Quiroz, Yan Wang, Aleix M. Martínez
2016	J	`jnl`	A Simple, Fast and Highly-Accurate Algorithm to Recover 3D Shape from 2D Landmarks on a Single Image. CoRR Ruiqi Zhao, Yan Wang, Aleix M. Martínez
2016	A*	`conf`	EmotioNet: An Accurate, Real-Time Algorithm for the Automatic Annotation of a Million Facial Expressions in the Wild. CVPR Carlos Fabian Benitez-Quiroz, Ramprakash Srinivasan, Aleix M. Martínez
2016	—	`conf`	Fast and Precise Face Alignment and 3D Shape Reconstruction from a Single 2D Image. ECCV Workshops (2) Ruiqi Zhao, Yan Wang, Carlos Fabian Benitez-Quiroz, Yaojie Liu, Aleix M. Martínez
2016	J	`jnl`	Guest Editorial: Special Section on CVPR 2014. IEEE Trans. Pattern Anal. Mach. Intell. Ronen Basri, Cornelia Fermüller, Aleix M. Martínez, René Vidal
2016	J	`jnl`	Labeled Graph Kernel for Behavior Analysis. IEEE Trans. Pattern Anal. Mach. Intell. Ruiqi Zhao, Aleix M. Martínez
2016	J	`jnl`	Multiple Ordinal Regression by Maximizing the Sum of Margins. IEEE Trans. Neural Networks Learn. Syst. Onur C. Hamsici, Aleix M. Martínez
2015	—	`ch.`	Face Recognition, Component-Based. Encyclopedia of Biometrics Onur C. Hamsici, Aleix M. Martínez
2015	—	`ch.`	Face Recognition, Overview. Encyclopedia of Biometrics Aleix M. Martínez
2015	—	`ch.`	Precise Fiducial Detection. Encyclopedia of Biometrics Samuel Rivera, Aleix M. Martínez
2014	J	`jnl`	Compound facial expressions of emotion. Proc. Natl. Acad. Sci. USA Shichuan Du, Yong Tao, Aleix M. Martínez
2014	J	`jnl`	Minimizing Nearest Neighbor Classification Error for Nonparametric Dimension Reduction. IEEE Trans. Neural Networks Learn. Syst. Wei Bian, Tianyi Zhou, Aleix M. Martínez, George Baciu, Dacheng Tao
2014	J	`jnl`	Multiobjective Optimization for Model Selection in Kernel Methods in Regression. IEEE Trans. Neural Networks Learn. Syst. Di You, Carlos Fabian Benitez-Quiroz, Aleix M. Martínez
2014	J	`jnl`	Salient and non-salient fiducial detection using a probabilistic graphical model. Pattern Recognit. Carlos F. Benitez-Quiroz, Samuel Rivera, Paulo F. U. Gotardo, Aleix M. Martínez
2012	J	`jnl`	A Model of the Perception of Facial Expressions of Emotion by Humans: Research Overview and Perspectives. J. Mach. Learn. Res. Aleix M. Martínez, Shichuan Du
2012	B	`conf`	Automatic selection of eye tracking variables in visual categorization for adults and infants. CogSci Samuel Rivera, Catherine A. Best, Hyungwook Yim, Aleix M. Martínez, Vladimir M. Sloutsky, Dirk B. Walther
2012	—	`conf`	Learning Spatially-Smooth Mappings in Non-Rigid Structure From Motion. ECCV (4) Onur C. Hamsici, Paulo F. U. Gotardo, Aleix M. Martínez
2012	J	`jnl`	Learning deformable shape manifolds. Pattern Recognit. Samuel Rivera, Aleix M. Martínez
2011	J	`jnl`	Computing Smooth Time Trajectories for Camera and Deformable Shape in Structure from Motion with Occlusion. IEEE Trans. Pattern Anal. Mach. Intell. Paulo F. U. Gotardo, Aleix M. Martínez
2011	J	`jnl`	Fisherfaces. Scholarpedia Aleix M. Martínez
2011	J	`jnl`	Kernel Optimization in Discriminant Analysis. IEEE Trans. Pattern Anal. Mach. Intell. Di You, Onur C. Hamsici, Aleix M. Martínez
2011	A*	`conf`	Kernel non-rigid structure from motion. ICCV Paulo F. U. Gotardo, Aleix M. Martínez
2011	A*	`conf`	Non-rigid structure from motion with complementary rank-3 spaces. CVPR Paulo F. U. Gotardo, Aleix M. Martínez
2010	A*	`conf`	Bayes optimal kernel discriminant analysis. CVPR Di You, Aleix M. Martínez
2010	J	`jnl`	Features versus Context: An Approach for Precise and Detailed Detection and Delineation of Faces and Facial Features. IEEE Trans. Pattern Anal. Mach. Intell. Liya Ding, Aleix M. Martínez
2010	J	`jnl`	Rigid Structure from Motion from a Blind Source Separation Perspective. Int. J. Comput. Vis. Jeff Fortuna, Aleix M. Martínez
2009	A*	`conf`	Active Appearance Models with Rotation Invariant Kernels. ICCV Onur C. Hamsici, Aleix M. Martínez
2009	—	`ch.`	Face Recognition, Component-Based. Encyclopedia of Biometrics Onur C. Hamsici, Aleix M. Martínez
2009	—	`ch.`	Face Recognition, Overview. Encyclopedia of Biometrics Aleix M. Martínez
2009	J	`jnl`	Low-Rank Matrix Fitting Based on Subspace Perturbation Analysis with Applications to Structure from Motion. IEEE Trans. Pattern Anal. Mach. Intell. Hongjun Jia, Aleix M. Martínez
2009	J	`jnl`	Modelling and recognition of the linguistic components in American Sign Language. Image Vis. Comput. Liya Ding, Aleix M. Martínez
2009	J	`jnl`	Rotation Invariant Kernels and Their Application to Shape Analysis. IEEE Trans. Pattern Anal. Mach. Intell. Onur C. Hamsici, Aleix M. Martínez
2009	A*	`conf`	Support Vector Machines in face recognition with occlusions. CVPR Hongjun Jia, Aleix M. Martínez
2008	J	`jnl`	Bayes Optimality in Linear Discriminant Analysis. IEEE Trans. Pattern Anal. Mach. Intell. Onur C. Hamsici, Aleix M. Martínez
2008	B	`conf`	Face recognition with occlusions in the training and testing sets. FG Hongjun Jia, Aleix M. Martínez
2008	A*	`conf`	Precise detailed detection of faces and facial features. CVPR Liya Ding, Aleix M. Martínez
2008	J	`jnl`	Pruning Noisy Bases in Discriminant Analysis. IEEE Trans. Neural Networks Manli Zhu, Aleix M. Martínez
2008	J	`jnl`	Using the information embedded in the testing sample to break the limits caused by the small sample size in microarray-based classification. BMC Bioinform. Manli Zhu, Aleix M. Martínez
2008	J	`jnl`	Who is LB1? Discriminant analysis for the classification of specimens. Pattern Recognit. Aleix M. Martínez, Onur C. Hamsici
2007	B	`conf`	Recovering the linguistic components of the manual signs in American Sign Language. AVSS Liya Ding, Aleix M. Martínez
2007	A*	`conf`	Sparse Kernels for Bayes Optimal Discriminant Analysis. CVPR Onur C. Hamsici, Aleix M. Martínez
2007	J	`jnl`	Spherical-Homoscedastic Distributions: The Equivalency of Spherical and Normal Distributions in Classification. J. Mach. Learn. Res. Onur C. Hamsici, Aleix M. Martínez
2007	A*	`conf`	Spherical-Homoscedastic Shapes. ICCV Onur C. Hamsici, Aleix M. Martínez
2006	—	`conf`	A Blind Source Separation Approach to Structure from Motion. 3DPVT Jeff Fortuna, Aleix M. Martínez
2006	J	`jnl`	A weighted probabilistic approach to face recognition from multiple images and video sequences. Image Vis. Comput. Yongbin Zhang, Aleix M. Martínez
2006	—	`conf`	Perturbation Estimation of the Subspaces for Structure from Motion with Noisy and Missing Data. 3DPVT Hongjun Jia, Jeff Fortuna, Aleix M. Martínez
2006	—	`conf`	Selecting Principal Components in a Two-Stage LDA Algorithm. CVPR (1) Manli Zhu, Aleix M. Martínez
2006	J	`jnl`	Subclass Discriminant Analysis. IEEE Trans. Pattern Anal. Mach. Intell. Manli Zhu, Aleix M. Martínez
2006	—	`conf`	Three-Dimensional Shape and Motion Reconstruction for the Analysis of American Sign Language. CVPR Workshops Liya Ding, Aleix M. Martínez
2005	—	`conf`	Evaluation of the Modelling of Local Areas and Errors of Localization in FRGC' 05. CVPR Workshops Onur C. Hamsici, Aleix M. Martínez
2005	J	`jnl`	Robust motion estimation under varying illumination. Image Vis. Comput. Yeon-Ho Kim, Aleix M. Martínez, Avinash C. Kak
2005	J	`jnl`	Where Are Linear Feature Extraction Methods Applicable? IEEE Trans. Pattern Anal. Mach. Intell. Aleix M. Martínez, Manli Zhu
2004	A	`conf`	A Local Approach for Robust Optical Flow Estimation under Varying Illumination. BMVC Yeon-Ho Kim, Aleix M. Martínez, Avinash C. Kak
2004	—	`conf`	From Stills to Video: Face Recognition Using a Probabilistic Approach. CVPR Workshops Yongbin Zhang, Aleix M. Martínez
2004	J	`jnl`	On combining graph-partitioning with non-parametric clustering for image segmentation. Comput. Vis. Image Underst. Aleix M. Martínez, Pradit Mittrapiyanuruk, Avinash C. Kak
2004	—	`conf`	Optimal Subclass Discovery for Discriminant Analysis. CVPR Workshops Manli Zhu, Aleix M. Martínez
2004	—	`conf`	Recognition of Expression Variant Faces Using Weighted Subspaces. ICPR (3) Yongbin Zhang, Aleix M. Martínez
2003	—	`conf`	Recognizing Expression Variant Faces from a Single Sample Image per Class. CVPR (1) Aleix M. Martínez
2003	J	`jnl`	Special issue on face recognition. Comput. Vis. Image Underst. Aleix M. Martínez, Ming-Hsuan Yang, David J. Kriegman
2003	—	`conf`	Template-based Recognition of Static Sitting Postures. CVPR Workshops Manli Zhu, Aleix M. Martínez, Hong Z. Tan
2002	B	`conf`	Purdue RVL-SLLL ASL Database for Automatic Recognition of American Sign Language. ICMI Aleix M. Martínez, Ronnie B. Wilbur, Robin Shay, Avinash C. Kak
2002	J	`jnl`	Recognizing Imprecisely Localized, Partially Occluded, and Expression Variant Faces from a Single Sample per Class. IEEE Trans. Pattern Anal. Mach. Intell. Aleix M. Martínez
2001	J	`jnl`	Clustering in image space for place recognition and visual annotations for human-robot interaction. IEEE Trans. Syst. Man Cybern. Part B Aleix M. Martínez, Jordi Vitrià
2001	J	`jnl`	PCA versus LDA. IEEE Trans. Pattern Anal. Mach. Intell. Aleix M. Martínez, Avinash C. Kak
2000	J	`jnl`	A New Approach to Object-Related Image Retrieval. J. Vis. Lang. Comput. Aleix M. Martínez, Joan R. Serra
2000	J	`jnl`	Learning mixture models using a genetic version of the EM algorithm. Pattern Recognit. Lett. Aleix M. Martínez, Jordi Vitrià
2000	A*	`conf`	Recognition of Partially Occluded and/or Imprecisely Localized Faces Using a Probabilistic Approach. CVPR Aleix M. Martínez
1999	—	`conf`	Semantic Access to a Database of Images: An Approach to Object-Related Image Retrieval. ICMCS, Vol. 1 Aleix M. Martínez, Joan R. Serra