Morphological Shape Context: Semi-locality and Robust Matching in Shape Recognition. - Mariano Tepper; Francisco Gómez Fernández; Pablo Musé; Andrés Almansa; Marta Mejail (CIARP, 2009)

A decision step for Shape Context matching. - Mariano Tepper; Daniel G. Acevedo; Norberto A. Goussies; Julio C. Jacobo; Marta Mejail (ICIP, 2009)

Content-Based Emblem Retrieval Using Zernike Moments. - Ezequiel Cura; Mariano Tepper; Marta Mejail (CIARP, 2010)

A Contrario Detection of False Matches in Iris Recognition. - Marcelo Mottalli; Mariano Tepper; Marta Mejail (CIARP, 2010)

Multiple Clues for License Plate Detection and Recognition. - Pablo Negri; Mariano Tepper; Daniel G. Acevedo; Julio C. Jacobo; Marta Mejail (CIARP, 2010)

Meaningful Clustered Forest: an Automatic and Robust Clustering Algorithm - Mariano Tepper; Pablo Musé; Andrés Almansa (CoRR, 2011)

Automatically finding clusters in normalized cuts. - Mariano Tepper; Pablo Musé; Andrés Almansa; Marta Mejail (Pattern Recognit., 2011)

Randomized Face Recognition on Partially Occluded Images. - Ariel Morelli Andrés; Sebastian Padovani; Mariano Tepper; Marta Mejail; Julio C. Jacobo (CIARP, 2012)

Finding Edges by a Contrario Detection of Periodic Subsequences. - Mariano Tepper; Pablo Musé; Andrés Almansa; Marta Mejail (CIARP, 2012)

If you are happy and you know it... tweet. - Amir Asiaee T.; Mariano Tepper; Arindam Banerjee 001; Guillermo Sapiro (CIKM, 2012)

A computer vision approach for the assessment of autism-related behavioral markers. - Jordan Hashemi; Thiago Vallin Spina; Mariano Tepper; Amy Esler; Vassilios Morellas; Nikolaos Papanikolopoulos; Guillermo Sapiro (ICDL-EPIROB, 2012)

Decoupled coarse-to-fine matching and nonlinear regularization for efficient motion estimation. - Mariano Tepper; Guillermo Sapiro (ICIP, 2012)

L1 Splines for Robust, Simple, and Fast Smoothing of Grid Data - Mariano Tepper; Guillermo Sapiro (CoRR, 2012)

Are You Imitating Me? Unsupervised Sparse Modeling for Group Activity Analysis from a Single Video - Zhongwei Tang; Alexey Castrodad; Mariano Tepper; Guillermo Sapiro (CoRR, 2012)

Computer vision tools for the non-invasive assessment of autism-related behavioral markers - Jordan Hashemi; Thiago Vallin Spina; Mariano Tepper; Amy Esler; Vassilios Morellas; Nikolaos Papanikolopoulos; Guillermo Sapiro (CoRR, 2012)

Reflective Symmetry Detection by Rectifying Randomized Correspondences. - Zhongwei Tang; Mariano Tepper; Guillermo Sapiro (BMVC, 2013)

Bi-clustering via MDL-Based Matrix Factorization. - Ignacio Ramírez; Mariano Tepper (CIARP (1), 2013)

Boruvka Meets Nearest Neighbors. - Mariano Tepper; Pablo Musé; Andrés Almansa; Marta Mejail (CIARP (2), 2013)

Ants Crawling to Discover the Community Structure in Networks. - Mariano Tepper; Guillermo Sapiro (CIARP (2), 2013)

Fast L1 smoothing splines with an application to Kinect depth data. - Mariano Tepper; Guillermo Sapiro (ICIP, 2013)

Video Human Segmentation using Fuzzy Object Models and its Application to Body Pose Estimation of Toddlers for Behavior Studies. - Thiago Vallin Spina; Mariano Tepper; Amy Esler; Vassilios Morellas; Nikolaos Papanikolopoulos; Alexandre X. Falcão; Guillermo Sapiro (CoRR, 2013)

All for one, one for all: Consensus community detection in networks. - Mariano Tepper; Guillermo Sapiro (ICASSP, 2014)

Intersecting 2D lines: A simple method for detecting vanishing points. - Mariano Tepper; Guillermo Sapiro (ICIP, 2014)

A Bi-clustering Framework for Consensus Problems. - Mariano Tepper; Guillermo Sapiro (CoRR, 2014)

On the Role of Contrast and Regularity in Perceptual Boundary Saliency. - Mariano Tepper; Pablo Musé; Andrés Almansa (J. Math. Imaging Vis., 2014)

Finding contrasted and regular edges by a contrario detection of periodic subsequences. - Mariano Tepper; Pablo Musé; Andrés Almansa; Marta Mejail (Pattern Recognit., 2014)

Face recognition on partially occluded images using compressed sensing. - Ariel Morelli Andrés; Sebastian Padovani; Mariano Tepper; Julio Jacobo-Berlles (Pattern Recognit. Lett., 2014)

A Biclustering Framework for Consensus Problems. - Mariano Tepper; Guillermo Sapiro (SIAM J. Imaging Sci., 2014)

Low-Rank Spatio-Temporal Video Segmentation. - Alasdair Newson; Mariano Tepper; Guillermo Sapiro (BMVC, 2015)

From Local to Global Communities in Large Networks Through Consensus. - Mariano Tepper; Guillermo Sapiro (CIARP, 2015)

Multi-temporal foreground detection in videos. - Mariano Tepper; Alasdair Newson; Pablo Sprechmann; Guillermo Sapiro (ICIP, 2015)

A short-graph fourier transform via personalized pagerank vectors. - Mariano Tepper; Guillermo Sapiro (ICASSP, 2016)

Tell me where you are and I tell you where you are going: Estimation of dynamic mobility graphs. - Marcelo Fiori; Pablo Musé; Mariano Tepper; Guillermo Sapiro (SAM, 2016)

Fast L1-NMF for Multiple Parametric Model Estimation. - Mariano Tepper; Guillermo Sapiro (CoRR, 2016)

A scalable app for measuring autism risk behaviors in young children: A technical validity and feasibility study. - Jordan Hashemi; Kathleen Campbell; Kimberly L. H. Carpenter; Adrianne Harris; Qiang Qiu 001; Mariano Tepper; Steven Espinosa; Jana Schaich Borg; Samuel Marsan; A. Robert Calderbank; Jeffrey P. Baker; Helen Link Egger; et al. (EAI Endorsed Trans. Scalable Inf. Syst., 2016)

Compressed Nonnegative Matrix Factorization Is Fast and Accurate. - Mariano Tepper; Guillermo Sapiro (IEEE Trans. Signal Process., 2016)

Nonnegative Matrix Underapproximation for Robust Multiple Model Fitting. - Mariano Tepper; Guillermo Sapiro (CVPR, 2017)

The surprising secret identity of the semidefinite relaxation of K-means: manifold learning. - Mariano Tepper; Anirvan M. Sengupta; Dmitri B. Chklovskii (CoRR, 2017)

Anscombe Meets Hough: Noise Variance Stablization Via Parametric Model Estimation. - Mariano Tepper; Andrea Giovannucci; Eftychios A. Pnevmatikakis (ICASSP, 2018)

Manifold-tiling Localized Receptive Fields are Optimal in Similarity-preserving Neural Networks. - Anirvan M. Sengupta; Cengiz Pehlevan; Mariano Tepper; Alexander Genkin; Dmitri B. Chklovskii (NeurIPS, 2018)

Clustering is semidefinitely not that hard: Nonnegative SDP for manifold disentangling. - Mariano Tepper; Anirvan M. Sengupta; Dmitri B. Chklovskii (J. Mach. Learn. Res., 2018)

Automatic emotion and attention analysis of young children at home: a ResearchKit autism feasibility study. - Helen Link Egger; Geraldine Dawson; Jordan Hashemi; Kimberly L. H. Carpenter; Steven Espinosa; Kathleen Campbell; Samuel Brotkin; Jana Schaich Borg; Qiang Qiu 001; Mariano Tepper; Jeffrey P. Baker; Richard A. Bloomfield Jr.; et al. (npj Digit. Medicine, 2018)

Strip the Stripes: Artifact Detection and Removal for Scanning Electron Microscopy Imaging. - Amirhossein Khalilian-Gourtani; Mariano Tepper; Victor Minden; Dmitri B. Chklovskii (ICASSP, 2019)

Do place cells dream of conditional probabilities? Learning Neural Nyström representations. - Mariano Tepper (CoRR, 2019)

Procrustean Orthogonal Sparse Hashing. - Mariano Tepper; Dipanjan Sengupta; Theodore L. Willke (CoRR, 2020)

Toward a Geometrical Understanding of Self-supervised Contrastive Learning. - Romain Cosentino; Anirvan M. Sengupta; Salman Avestimehr; Mahdi Soltanolkotabi; Antonio Ortega; Theodore L. Willke; Mariano Tepper (CoRR, 2022)

LeanVec: Search your vectors faster by making them fit. - Mariano Tepper; Ishwar Singh Bhati; Cecilia Aguerrebere; Mark Hildebrand; Ted Willke (CoRR, 2023)

Similarity search in the blink of an eye with compressed indices. - Cecilia Aguerrebere; Ishwar Singh Bhati; Mark Hildebrand; Mariano Tepper; Theodore L. Willke (Proc. VLDB Endow., 2023)

CoLiDE: Concomitant Linear DAG Estimation. - Seyed Saman Saboksayr; Gonzalo Mateos; Mariano Tepper (ICLR, 2024)

Block Successive Convex Approximation for Concomitant Linear DAG Estimation. - Seyed Saman Saboksayr; Gonzalo Mateos; Mariano Tepper (SAM, 2024)

Locally-Adaptive Quantization for Streaming Vector Search. - Cecilia Aguerrebere; Mark Hildebrand; Ishwar Singh Bhati; Theodore L. Willke; Mariano Tepper (CoRR, 2024)

GleanVec: Accelerating vector search with minimalist nonlinear dimensionality reduction. - Mariano Tepper; Ishwar Singh Bhati; Cecilia Aguerrebere; Ted Willke (CoRR, 2024)

Toward Optimal Search and Retrieval for RAG. - Alexandria Leto; Cecilia Aguerrebere; Ishwar Singh Bhati; Ted Willke; Mariano Tepper; Vy Ai Vo (CoRR, 2024)

GraSS: Graph-based Similarity Search on Encrypted Query. - Duhyeong Kim; Yujin Nam; Wen Wang 007; Huijing Gong; Ishwar Singh Bhati; Rosario Cammarota; Tajana Simunic Rosing; Mariano Tepper; Theodore L. Willke (IACR Cryptol. ePrint Arch., 2024)

LeanVec: Searching vectors faster by making them fit. - Mariano Tepper; Ishwar Singh Bhati; Cecilia Aguerrebere; Mark Hildebrand; Theodore L. Willke (Trans. Mach. Learn. Res., 2024)

The kernel of graph indices for vector search. - Mariano Tepper; Ted Willke (CoRR, 2025)