Mariano Tepper

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 23

Top Topics

Microscopy Imaging

Clustering Framework

Top Venues

Publications

Mariano Tepper, Ishwar Singh Bhati, Cecilia Aguerrebere, Mark Hildebrand, Theodore L. Willke
LeanVec: Searching vectors faster by making them fit. Trans. Mach. Learn. Res. 2024 (2024)
Seyed Saman Saboksayr, Gonzalo Mateos, Mariano Tepper
CoLiDE: Concomitant Linear DAG Estimation. ICLR (2024)
Cecilia Aguerrebere, Mark Hildebrand, Ishwar Singh Bhati, Theodore L. Willke, Mariano Tepper
Locally-Adaptive Quantization for Streaming Vector Search. CoRR (2024)
Seyed Saman Saboksayr, Gonzalo Mateos, Mariano Tepper
CoLiDE: Concomitant Linear DAG Estimation. CoRR (2023)
Cecilia Aguerrebere, Ishwar Bhati, Mark Hildebrand, Mariano Tepper, Theodore L. Willke
Similarity search in the blink of an eye with compressed indices. Proc. VLDB Endow. 16 (11) (2023)
Mariano Tepper, Ishwar Singh Bhati, Cecilia Aguerrebere, Mark Hildebrand, Ted Willke
LeanVec: Search your vectors faster by making them fit. CoRR (2023)
Cecilia Aguerrebere, Ishwar Bhati, Mark Hildebrand, Mariano Tepper, Ted Willke
Similarity search in the blink of an eye with compressed indices. CoRR (2023)
Romain Cosentino, Anirvan M. Sengupta, Salman Avestimehr, Mahdi Soltanolkotabi, Antonio Ortega, Theodore L. Willke, Mariano Tepper
Toward a Geometrical Understanding of Self-supervised Contrastive Learning. CoRR (2022)
Mariano Tepper, Dipanjan Sengupta, Theodore L. Willke
Procrustean Orthogonal Sparse Hashing. CoRR (2020)
Mariano Tepper
Do place cells dream of conditional probabilities? Learning Neural Nyström representations. CoRR (2019)
Amirhossein Khalilian-Gourtani, Mariano Tepper, Victor Minden, Dmitri B. Chklovskii
Strip the Stripes: Artifact Detection and Removal for Scanning Electron Microscopy Imaging. ICASSP (2019)
Mariano Tepper, Anirvan M. Sengupta, Dmitri B. Chklovskii
Clustering is semidefinitely not that hard: Nonnegative SDP for manifold disentangling. J. Mach. Learn. Res. 19 (2018)
Helen Link Egger, Geraldine Dawson, Jordan Hashemi, Kimberly L. H. Carpenter, Steven Espinosa, Kathleen Campbell, Samuel Brotkin, Jana Schaich Borg, Qiang Qiu, Mariano Tepper, Jeffrey P. Baker, Richard A. Bloomfield Jr., Guillermo Sapiro
Automatic emotion and attention analysis of young children at home: a ResearchKit autism feasibility study. npj Digit. Medicine 1 (2018)
Mariano Tepper, Andrea Giovannucci, Eftychios A. Pnevmatikakis
Anscombe Meets Hough: Noise Variance Stablization Via Parametric Model Estimation. ICASSP (2018)
Anirvan M. Sengupta, Cengiz Pehlevan, Mariano Tepper, Alexander Genkin, Dmitri B. Chklovskii
Manifold-tiling Localized Receptive Fields are Optimal in Similarity-preserving Neural Networks. NeurIPS (2018)
Mariano Tepper, Anirvan M. Sengupta, Dmitri B. Chklovskii
The surprising secret identity of the semidefinite relaxation of K-means: manifold learning. CoRR (2017)
Mariano Tepper, Guillermo Sapiro
Nonnegative Matrix Underapproximation for Robust Multiple Model Fitting. CVPR (2017)
Mariano Tepper, Guillermo Sapiro
Nonnegative Matrix Underapproximation for Robust Multiple Model Fitting. CoRR (2016)
Mariano Tepper, Guillermo Sapiro
A short-graph fourier transform via personalized pagerank vectors. ICASSP (2016)
Marcelo Fiori, Pablo Musé, Mariano Tepper, Guillermo Sapiro
Tell me where you are and I tell you where you are going: Estimation of dynamic mobility graphs. SAM (2016)
Mariano Tepper, Guillermo Sapiro
Compressed Nonnegative Matrix Factorization Is Fast and Accurate. IEEE Trans. Signal Process. 64 (9) (2016)
Mariano Tepper, Guillermo Sapiro
Fast L1-NMF for Multiple Parametric Model Estimation. CoRR (2016)
Jordan Hashemi, Kathleen Campbell, Kimberly L. H. Carpenter, Adrianne Harris, Qiang Qiu, Mariano Tepper, Steven Espinosa, Jana Schaich Borg, Samuel Marsan, A. Robert Calderbank, Jeffery Baker, Helen Link Egger, Geraldine Dawson, Guillermo Sapiro
A scalable app for measuring autism risk behaviors in young children: A technical validity and feasibility study. EAI Endorsed Trans. Scalable Inf. Syst. 3 (10) (2016)
Mariano Tepper, Guillermo Sapiro
A short-graph Fourier transform via personalized PageRank vectors. CoRR (2015)
Mariano Tepper, Guillermo Sapiro
From Local to Global Communities in Large Networks Through Consensus. CIARP (2015)
Mariano Tepper, Alasdair Newson, Pablo Sprechmann, Guillermo Sapiro
Multi-temporal foreground detection in videos. ICIP (2015)
Mariano Tepper, Guillermo Sapiro
Compressed Nonnegative Matrix Factorization is Fast and Accurate. CoRR (2015)
Alasdair Newson, Mariano Tepper, Guillermo Sapiro
Low-Rank Spatio-Temporal Video Segmentation. BMVC (2015)
Mariano Tepper, Guillermo Sapiro
A Biclustering Framework for Consensus Problems. SIAM J. Imaging Sci. 7 (4) (2014)
Mariano Tepper, Pablo Musé, Andrés Almansa, Marta Mejail
Finding contrasted and regular edges by a contrario detection of periodic subsequences. Pattern Recognit. 47 (1) (2014)
Mariano Tepper, Guillermo Sapiro
All for one, one for all: Consensus community detection in networks. ICASSP (2014)
Ariel Morelli Andrés, Sebastian Padovani, Mariano Tepper, Julio Jacobo-Berlles
Face recognition on partially occluded images using compressed sensing. Pattern Recognit. Lett. 36 (2014)
Mariano Tepper, Guillermo Sapiro
A Bi-clustering Framework for Consensus Problems. CoRR (2014)
Mariano Tepper, Pablo Musé, Andrés Almansa
On the Role of Contrast and Regularity in Perceptual Boundary Saliency. J. Math. Imaging Vis. 48 (3) (2014)
Mariano Tepper, Guillermo Sapiro
Intersecting 2D lines: A simple method for detecting vanishing points. ICIP (2014)
Mariano Tepper, Guillermo Sapiro
Fast L1 smoothing splines with an application to Kinect depth data. ICIP (2013)
Mariano Tepper, Pablo Musé, Andrés Almansa, Marta Mejail
Boruvka Meets Nearest Neighbors. CIARP (2) (2013)
Mariano Tepper, Guillermo Sapiro
Ants Crawling to Discover the Community Structure in Networks. CIARP (2) (2013)
Zhongwei Tang, Mariano Tepper, Guillermo Sapiro
Reflective Symmetry Detection by Rectifying Randomized Correspondences. BMVC (2013)
Thiago Vallin Spina, Mariano Tepper, Amy Esler, Vassilios Morellas, Nikolaos Papanikolopoulos, Alexandre X. Falcão, Guillermo Sapiro
Video Human Segmentation using Fuzzy Object Models and its Application to Body Pose Estimation of Toddlers for Behavior Studies. CoRR (2013)
Ignacio Ramírez, Mariano Tepper
Bi-clustering via MDL-Based Matrix Factorization. CIARP (1) (2013)
Zhongwei Tang, Alexey Castrodad, Mariano Tepper, Guillermo Sapiro
Are You Imitating Me? Unsupervised Sparse Modeling for Group Activity Analysis from a Single Video CoRR (2012)
Amir Asiaee T., Mariano Tepper, Arindam Banerjee, Guillermo Sapiro
If you are happy and you know it... tweet. CIKM (2012)
Mariano Tepper, Pablo Musé, Andrés Almansa
On the Role of Contrast and Regularity in Perceptual Boundary Saliency CoRR (2012)
Ariel Morelli Andrés, Sebastian Padovani, Mariano Tepper, Marta Mejail, Julio C. Jacobo
Randomized Face Recognition on Partially Occluded Images. CIARP (2012)
Mariano Tepper, Guillermo Sapiro
Decoupled coarse-to-fine matching and nonlinear regularization for efficient motion estimation. ICIP (2012)
Mariano Tepper, Guillermo Sapiro
L1 Splines for Robust, Simple, and Fast Smoothing of Grid Data CoRR (2012)
Jordan Hashemi, Thiago Vallin Spina, Mariano Tepper, Amy Esler, Vassilios Morellas, Nikolaos Papanikolopoulos, Guillermo Sapiro
A computer vision approach for the assessment of autism-related behavioral markers. ICDL-EPIROB (2012)
Jordan Hashemi, Thiago Vallin Spina, Mariano Tepper, Amy Esler, Vassilios Morellas, Nikolaos Papanikolopoulos, Guillermo Sapiro
Computer vision tools for the non-invasive assessment of autism-related behavioral markers CoRR (2012)
Mariano Tepper, Pablo Musé, Andrés Almansa, Marta Mejail
Finding Edges by a Contrario Detection of Periodic Subsequences. CIARP (2012)
Mariano Tepper, Pablo Musé, Andrés Almansa, Marta Mejail
Automatically finding clusters in normalized cuts. Pattern Recognit. 44 (7) (2011)
Mariano Tepper, Pablo Musé, Andrés Almansa
Meaningful Clustered Forest: an Automatic and Robust Clustering Algorithm CoRR (2011)
Pablo Negri, Mariano Tepper, Daniel Acevedo, Julio C. Jacobo, Marta Mejail
Multiple Clues for License Plate Detection and Recognition. CIARP (2010)
Ezequiel Cura, Mariano Tepper, Marta Mejail
Content-Based Emblem Retrieval Using Zernike Moments. CIARP (2010)
Marcelo Mottalli, Mariano Tepper, Marta Mejail
A Contrario Detection of False Matches in Iris Recognition. CIARP (2010)
Mariano Tepper, Daniel Acevedo, Norberto A. Goussies, Julio C. Jacobo, Marta Mejail
A decision step for Shape Context matching. ICIP (2009)
Mariano Tepper, Francisco Gómez Fernández, Pablo Musé, Andrés Almansa, Marta Mejail
Morphological Shape Context: Semi-locality and Robust Matching in Shape Recognition. CIARP (2009)