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2020 – today
- 2024
[j11]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)- [c28]Seyed Saman Saboksayr, Gonzalo Mateos, Mariano Tepper:
CoLiDE: Concomitant Linear DAG Estimation. ICLR 2024 - [c27]Seyed Saman Saboksayr, Gonzalo Mateos, Mariano Tepper:
Block Successive Convex Approximation for Concomitant Linear DAG Estimation. SAM 2024: 1-5 - [i19]Cecilia Aguerrebere, Mark Hildebrand, Ishwar Singh Bhati, Theodore L. Willke, Mariano Tepper:
Locally-Adaptive Quantization for Streaming Vector Search. CoRR abs/2402.02044 (2024) - 2023
- [j10]Cecilia Aguerrebere, Ishwar Singh Bhati, Mark Hildebrand, Mariano Tepper, Theodore L. Willke:
Similarity search in the blink of an eye with compressed indices. Proc. VLDB Endow. 16(11): 3433-3446 (2023) - [i18]Cecilia Aguerrebere, Ishwar Singh Bhati, Mark Hildebrand, Mariano Tepper, Ted Willke:
Similarity search in the blink of an eye with compressed indices. CoRR abs/2304.04759 (2023) - [i17]Seyed Saman Saboksayr, Gonzalo Mateos, Mariano Tepper:
CoLiDE: Concomitant Linear DAG Estimation. CoRR abs/2310.02895 (2023) - [i16]Mariano Tepper, Ishwar Singh Bhati, Cecilia Aguerrebere, Mark Hildebrand, Ted Willke:
LeanVec: Search your vectors faster by making them fit. CoRR abs/2312.16335 (2023) - 2022
- [i15]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 abs/2205.06926 (2022) - 2020
- [i14]Mariano Tepper, Dipanjan Sengupta, Theodore L. Willke:
Procrustean Orthogonal Sparse Hashing. CoRR abs/2006.04847 (2020)
2010 – 2019
- 2019
- [c26]Amirhossein Khalilian-Gourtani, Mariano Tepper, Victor Minden, Dmitri B. Chklovskii:
Strip the Stripes: Artifact Detection and Removal for Scanning Electron Microscopy Imaging. ICASSP 2019: 1060-1064 - [i13]Mariano Tepper:
Do place cells dream of conditional probabilities? Learning Neural Nyström representations. CoRR abs/1906.01102 (2019) - 2018
- [j9]Mariano Tepper, Anirvan M. Sengupta, Dmitri B. Chklovskii:
Clustering is semidefinitely not that hard: Nonnegative SDP for manifold disentangling. J. Mach. Learn. Res. 19: 82:1-82:30 (2018) - [j8]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) - [c25]Mariano Tepper, Andrea Giovannucci, Eftychios A. Pnevmatikakis:
Anscombe Meets Hough: Noise Variance Stablization Via Parametric Model Estimation. ICASSP 2018: 1703-1707 - [c24]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: 7080-7090 - 2017
- [c23]Mariano Tepper, Guillermo Sapiro:
Nonnegative Matrix Underapproximation for Robust Multiple Model Fitting. CVPR 2017: 655-663 - [i12]Mariano Tepper, Anirvan M. Sengupta, Dmitri B. Chklovskii:
The surprising secret identity of the semidefinite relaxation of K-means: manifold learning. CoRR abs/1706.06028 (2017) - 2016
- [j7]Jordan Hashemi, Kathleen Campbell, Kimberly L. H. Carpenter, Adrianne Harris, Qiang Qiu, Mariano Tepper, Steven Espinosa, Jana Schaich Borg, Samuel Marsan, A. Robert Calderbank, Jeffrey P. 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): e1 (2016) - [j6]Mariano Tepper, Guillermo Sapiro:
Compressed Nonnegative Matrix Factorization Is Fast and Accurate. IEEE Trans. Signal Process. 64(9): 2269-2283 (2016) - [c22]Mariano Tepper, Guillermo Sapiro:
A short-graph fourier transform via personalized pagerank vectors. ICASSP 2016: 4806-4810 - [c21]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: 1-5 - [i11]Mariano Tepper, Guillermo Sapiro:
Fast L1-NMF for Multiple Parametric Model Estimation. CoRR abs/1610.05712 (2016) - [i10]Mariano Tepper, Guillermo Sapiro:
Nonnegative Matrix Underapproximation for Robust Multiple Model Fitting. CoRR abs/1611.01408 (2016) - 2015
- [c20]Alasdair Newson, Mariano Tepper, Guillermo Sapiro:
Low-Rank Spatio-Temporal Video Segmentation. BMVC 2015: 103.1-103.12 - [c19]Mariano Tepper, Guillermo Sapiro:
From Local to Global Communities in Large Networks Through Consensus. CIARP 2015: 659-666 - [c18]Mariano Tepper, Alasdair Newson, Pablo Sprechmann, Guillermo Sapiro:
Multi-temporal foreground detection in videos. ICIP 2015: 4599-4603 - [i9]Mariano Tepper, Guillermo Sapiro:
Compressed Nonnegative Matrix Factorization is Fast and Accurate. CoRR abs/1505.04650 (2015) - [i8]Mariano Tepper, Guillermo Sapiro:
A short-graph Fourier transform via personalized PageRank vectors. CoRR abs/1510.02700 (2015) - 2014
- [j5]Mariano Tepper, Pablo Musé, Andrés Almansa:
On the Role of Contrast and Regularity in Perceptual Boundary Saliency. J. Math. Imaging Vis. 48(3): 396-412 (2014) - [j4]Mariano Tepper, Pablo Musé, Andrés Almansa, Marta Mejail:
Finding contrasted and regular edges by a contrario detection of periodic subsequences. Pattern Recognit. 47(1): 72-79 (2014) - [j3]Ariel Morelli Andrés, Sebastian Padovani, Mariano Tepper, Julio Jacobo-Berlles:
Face recognition on partially occluded images using compressed sensing. Pattern Recognit. Lett. 36: 235-242 (2014) - [j2]Mariano Tepper, Guillermo Sapiro:
A Biclustering Framework for Consensus Problems. SIAM J. Imaging Sci. 7(4): 2488-2525 (2014) - [c17]Mariano Tepper, Guillermo Sapiro:
All for one, one for all: Consensus community detection in networks. ICASSP 2014: 1075-1079 - [c16]Mariano Tepper, Guillermo Sapiro:
Intersecting 2D lines: A simple method for detecting vanishing points. ICIP 2014: 1056-1060 - [i7]Mariano Tepper, Guillermo Sapiro:
A Bi-clustering Framework for Consensus Problems. CoRR abs/1405.6159 (2014) - 2013
- [c15]Zhongwei Tang, Mariano Tepper, Guillermo Sapiro:
Reflective Symmetry Detection by Rectifying Randomized Correspondences. BMVC 2013 - [c14]Ignacio Ramírez, Mariano Tepper:
Bi-clustering via MDL-Based Matrix Factorization. CIARP (1) 2013: 230-237 - [c13]Mariano Tepper, Guillermo Sapiro:
Ants Crawling to Discover the Community Structure in Networks. CIARP (2) 2013: 552-559 - [c12]Mariano Tepper, Pablo Musé, Andrés Almansa, Marta Mejail:
Boruvka Meets Nearest Neighbors. CIARP (2) 2013: 560-567 - [c11]Mariano Tepper, Guillermo Sapiro:
Fast L1 smoothing splines with an application to Kinect depth data. ICIP 2013: 504-508 - [i6]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 abs/1305.6918 (2013) - 2012
- [c10]Ariel Morelli Andrés, Sebastian Padovani, Mariano Tepper, Marta Mejail, Julio C. Jacobo:
Randomized Face Recognition on Partially Occluded Images. CIARP 2012: 90-97 - [c9]Mariano Tepper, Pablo Musé, Andrés Almansa, Marta Mejail:
Finding Edges by a Contrario Detection of Periodic Subsequences. CIARP 2012: 773-780 - [c8]Amir Asiaee T., Mariano Tepper, Arindam Banerjee, Guillermo Sapiro:
If you are happy and you know it... tweet. CIKM 2012: 1602-1606 - [c7]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: 1-7 - [c6]Mariano Tepper, Guillermo Sapiro:
Decoupled coarse-to-fine matching and nonlinear regularization for efficient motion estimation. ICIP 2012: 1517-1520 - [i5]Mariano Tepper, Guillermo Sapiro:
L1 Splines for Robust, Simple, and Fast Smoothing of Grid Data. CoRR abs/1208.2292 (2012) - [i4]Zhongwei Tang, Alexey Castrodad, Mariano Tepper, Guillermo Sapiro:
Are You Imitating Me? Unsupervised Sparse Modeling for Group Activity Analysis from a Single Video. CoRR abs/1208.5451 (2012) - [i3]Mariano Tepper, Pablo Musé, Andrés Almansa:
On the Role of Contrast and Regularity in Perceptual Boundary Saliency. CoRR abs/1210.3718 (2012) - [i2]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 abs/1210.7014 (2012) - 2011
- [j1]Mariano Tepper, Pablo Musé, Andrés Almansa, Marta Mejail:
Automatically finding clusters in normalized cuts. Pattern Recognit. 44(7): 1372-1386 (2011) - [i1]Mariano Tepper, Pablo Musé, Andrés Almansa:
Meaningful Clustered Forest: an Automatic and Robust Clustering Algorithm. CoRR abs/1104.0651 (2011) - 2010
- [c5]Ezequiel Cura, Mariano Tepper, Marta Mejail:
Content-Based Emblem Retrieval Using Zernike Moments. CIARP 2010: 79-86 - [c4]Pablo Negri, Mariano Tepper, Daniel G. Acevedo, Julio C. Jacobo, Marta Mejail:
Multiple Clues for License Plate Detection and Recognition. CIARP 2010: 269-276 - [c3]Marcelo Mottalli, Mariano Tepper, Marta Mejail:
A Contrario Detection of False Matches in Iris Recognition. CIARP 2010: 442-449
2000 – 2009
- 2009
- [c2]Mariano Tepper, Francisco Gómez Fernández, Pablo Musé, Andrés Almansa, Marta Mejail:
Morphological Shape Context: Semi-locality and Robust Matching in Shape Recognition. CIARP 2009: 129-136 - [c1]Mariano Tepper, Daniel G. Acevedo, Norberto A. Goussies, Julio C. Jacobo, Marta Mejail:
A decision step for Shape Context matching. ICIP 2009: 409-412
Coauthor Index
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last updated on 2024-10-21 21:26 CEST by the dblp team
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