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Pietro Perona
Pietro Perona
Allen E. Puckett Professor of Electrical Engineering
Dr. Pietro Perona is the Allen E. Puckett Professor of Electrical Engineering at Caltech. He directs Computation and Neural Systems (CNS), a PhD program centered on the study of biological brains and intelligent machines. Professor Perona's research centers on vision. He has contributed to the theory of partial differential equations for image processing and boundary formation, and to modeling the early visual system's function. He is currently interested in visual categories and visual recognition.
Publications
- Israel, Uriah;Marks, Markus et al. (2024) A Foundation Model for Cell SegmentationbioRvix
- Zhang, Tony;Rosenberg, Matthew et al. (2024) Endotaxis: A neuromorphic algorithm for mapping, goal-learning, navigation, and patrollingeLife
- Liang, Hao;Perona, Pietro et al. (2023) Benchmarking Algorithmic Bias in Face Recognition: An Experimental Approach Using Synthetic Faces and Human Evaluation
- Sun, Jennifer J.;Karashchuk, Pierre et al. (2022) BKinD-3D: Self-Supervised 3D Keypoint Discovery from Multi-View Videos
- Sun, Jennifer J.;Ulmer, Andrew et al. (2022) The MABe22 Benchmarks for Representation Learning of Multi-Agent Behavior
- Kondapaneni, Neehar;Perona, Pietro et al. (2022) Visual Knowledge Tracing
- Cole, Elijah;Wilber, Kimberly et al. (2022) On Label Granularity and Object Localization
- Kay, Justin;Kulits, Peter et al. (2022) The Caltech Fish Counting Dataset: A Benchmark for Multiple-Object Tracking and Counting
- Feng, Qianli;Shah, Viraj et al. (2022) Near Perfect GAN Inversion
- Kittenplon, Yair;Lavi, Inbal et al. (2022) Towards Weakly-Supervised Text Spotting using a Multi-Task Transformer