Perona, Pietro

Monograph from CaltechAUTHORS

Israel, Uriah and Marks, Markus, el al. (2024) A Foundation Model for Cell Segmentation; bioRvix; 2023.11.17.567630; PMCID PMC10690226; 10.1101/2023.11.17.567630
Stagkourakis, Stefanos and Spigolon, Giada, el al. (2023) Anatomically distributed neural representations of instincts in the hypothalamus; bioRxiv; 2023.11.21.568163; PMCID PMC10690204; 10.1101/2023.11.21.568163
Sun, Jennifer J. and Karashchuk, Pierre, el al. (2022) BKinD-3D: Self-Supervised 3D Keypoint Discovery from Multi-View Videos; 10.48550/arXiv.2212.07401
Sun, Jennifer J. and Ulmer, Andrew, el al. (2022) The MABe22 Benchmarks for Representation Learning of Multi-Agent Behavior; 10.48550/arXiv.2207.10553
Cole, Elijah and Wilber, Kimberly, el al. (2022) On Label Granularity and Object Localization; 10.48550/arXiv.2207.10225
Kondapaneni, Neehar and Perona, Pietro, el al. (2022) Visual Knowledge Tracing; 10.48550/arXiv.2207.10157
Kay, Justin and Kulits, Peter, el al. (2022) The Caltech Fish Counting Dataset: A Benchmark for Multiple-Object Tracking and Counting; 10.48550/arXiv.2207.09295
Feng, Qianli and Shah, Viraj, el al. (2022) Near Perfect GAN Inversion; 10.48550/arXiv.2202.11833
Kittenplon, Yair and Lavi, Inbal, el al. (2022) Towards Weakly-Supervised Text Spotting using a Multi-Task Transformer; 10.48550/arXiv.2202.05508
Balakrishnan, Guha and Gadde, Raghudeep, el al. (2022) Rayleigh EigenDirections (REDs): GAN latent space traversals for multidimensional features; 10.48550/arXiv.2201.10423
Sun, Jennifer J. and Ryou, Serim, el al. (2021) Self-Supervised Keypoint Discovery in Behavioral Videos; 10.48550/arXiv.2112.05121
Ryou, Serim and Perona, Pietro (2021) Weakly Supervised Keypoint Discovery; 10.48550/arXiv.2109.13423
Zhang, Tony and Rosenberg, Matthew, el al. (2021) Endotaxis: A Universal Algorithm for Mapping, Goal-Learning, and Navigation; 10.1101/2021.09.24.461751
Beery, Sara and Cole, Elijah, el al. (2021) Species Distribution Modeling for Machine Learning Practitioners: A Review; 10.48550/arXiv.2107.10400
Sun, Jennifer J. and Karigo, Tomomi, el al. (2021) The Multi-Agent Behavior Dataset: Mouse Dyadic Social Interactions; 10.48550/arXiv.2104.02710
Singh, Chandan and Balakrishnan, Guha, el al. (2021) Matched sample selection with GANs for mitigating attribute confounding; 10.48550/arXiv.2103.13455
Kondapaneni, N. and Perona, P. (2020) A Number Sense as an Emergent Property of the Manipulating Brain; 10.48550/arXiv.2012.04132
Balakrishnan, G. and Xiong, Y., el al. (2020) Towards causal benchmarking of bias in face analysis algorithms; 10.48550/arXiv.2007.06570
Brattoli, Biagio and Tighe, Joseph, el al. (2020) Rethinking Zero-shot Video Classification: End-to-end Training for Realistic Applications; 10.48550/arXiv.2003.01455
Chidambaram, Bhairav and McGill, Mason, el al. (2019) HMM-guided frame querying for bandwidth-constrained video search; 10.48550/arXiv.2001.00057
Liu, Yang and Perona, Pietro, el al. (2019) PanDA: Panoptic Data Augmentation; 10.48550/arXiv.1911.12317
Beery, Sara and Morris, Dan, el al. (2019) The iWildCam 2019 Challenge Dataset; 10.48550/arXiv.1907.07617
Beery, Sara and Mac Aodha, Oisin, el al. (2019) The iWildCam 2018 Challenge Dataset; 10.48550/arXiv.1904.05986
Qiao, Mu and Zhang, Tony, el al. (2018) Mouse Academy: high-throughput automated training and trial-by-trial behavioral analysis during learning; 10.1101/467878
Ronchi, Matteo Ruggero and Mac Aodha, Oisin, el al. (2018) It's all Relative: Monocular 3D Human Pose Estimation from Weakly Supervised Data; 10.48550/arXiv.1805.06880
Chalupka, Krzysztof and Perona, Pietro, el al. (2018) Fast Conditional Independence Test for Vector Variables with Large Sample Sizes; 10.48550/arXiv.1804.02747
Van Horn, Grant and Perona, Pietro (2017) The Devil is in the Tails: Fine-grained Classification in the Wild; 10.48550/arXiv.1709.01450
Chalupka, Krzysztof and Eberhardt, Frederick, el al. (2016) Estimating Causal Direction and Confounding of Two Discrete Variables; 10.48550/arXiv.1611.01504
Appel, Ron and Burgos-Artizzu, Xavier P., el al. (2016) Improved Multi-Class Cost-Sensitive Boosting via Estimation of the Minimum-Risk Class
Wah, Catherine and Branson, Steve, el al. (2011) The Caltech-UCSD Birds-200-2011 Dataset
Welinder, Peter and Branson, Steve, el al. (2010) Caltech-UCSD Birds 200
Spain, Merrielle and Perona, Pietro (2007) Measuring and Predicting Importance of Objects in Our Visual World
Griffin, Gregory and Holub, Alex, el al. (2007) Caltech-256 Object Category Dataset
Zelnik-Manor, Lihi and Perona, Pietro (2005) Multi-View Image Compositions
Fink, Michael and Perona, Pietro (2003) The Full Images for Natural Knowledge Caltech Office DB; 10.7907/Z9125QMV
Soatto, Stefano and Perona, Pietro (1996) Reducing "Structure From Motion": a General Framework for Dynamic Vision - Part 1: Modeling
Soatto, Stefano and Perona, Pietro (1996) Reducing "Structure From Motion": a General Framework for Dynamic Vision - Part 2: Experimental Evaluation
Soatto, Stefano and Perona, Pietro (1995) Depth from Brightness of Moving Images
Soatto, Stefano and Perona, Pietro (1995) Motion from "X" by Compensating "Y"
Soatto, Stefano and Perona, Pietro (1995) Motion from Fixation
Soatto, Stefano and Perona, Pietro (1994) On the Exact Linearization of Structure From Motion
Soatto, Stefano and Perona, Pietro (1994) Observability/Identifiability of Rigid Motion under Perspective Projection; 10.1109/CDC.1994.411638
Soatto, Stefano and Perona, Pietro (1994) Robust and Efficient Recovery of Rigid Motion from Subspace Constraints Solved using Recursive Identification of Nonlinear Implicit Systems
Soatto, Stefano and Frezza, Ruggero, el al. (1994) Dynamic Estimation of Rigid Motion from Perspective Views via Recursive Identification of Exterior Differential Systems with Parameters on a Topological Manifold
Soatto, Stefano and Frezza, Ruggero, el al. (1994) Recursive Estimation of Camera Motion from Uncalibrated Image Sequences
Soatto, Stefano and Perona, Pietro (1994) Three Dimensional Transparent Structure Segmentation and Multiple 3D Motion Estimation from Monocular Perspective Image Sequences
Soatto, Stefano and Frezza, Ruggero, el al. (1993) Recursive Motion Estimation on the Essential Manifold