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PoliTO-IIT-CINI Submission to the EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition


Sep 09, 2022
Mirco Planamente, Gabriele Goletto, Gabriele Trivigno, Giuseppe Averta, Barbara Caputo

* 3rd place in the 2022 EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition. arXiv admin note: substantial text overlap with arXiv:2107.00337 

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Detecting the unknown in Object Detection


Aug 24, 2022
Dario Fontanel, Matteo Tarantino, Fabio Cermelli, Barbara Caputo


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Learning Sequential Descriptors for Sequence-based Visual Place Recognition


Jul 08, 2022
Riccardo Mereu, Gabriele Trivigno, Gabriele Berton, Carlo Masone, Barbara Caputo

* Accepted at IROS22 

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Modeling Missing Annotations for Incremental Learning in Object Detection


Apr 21, 2022
Fabio Cermelli, Antonino Geraci, Dario Fontanel, Barbara Caputo

* Accepted in CVPR-Workshop (CLVISION) 2022 

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Augmentation Invariance and Adaptive Sampling in Semantic Segmentation of Agricultural Aerial Images


Apr 17, 2022
Antonio Tavera, Edoardo Arnaudo, Carlo Masone, Barbara Caputo

* CVPR 2022 Workshop - Agriculture Vision 

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Deep Visual Geo-localization Benchmark


Apr 07, 2022
Gabriele Berton, Riccardo Mereu, Gabriele Trivigno, Carlo Masone, Gabriela Csurka, Torsten Sattler, Barbara Caputo

* CVPR 2022 (Oral) 

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Rethinking Visual Geo-localization for Large-Scale Applications


Apr 07, 2022
Gabriele Berton, Carlo Masone, Barbara Caputo

* CVPR 2022 

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Improving Generalization in Federated Learning by Seeking Flat Minima


Mar 24, 2022
Debora Caldarola, Barbara Caputo, Marco Ciccone

* Removed axessibility package for smaller output PDF 

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FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving


Feb 28, 2022
Lidia Fantauzzo, Eros Fani', Debora Caldarola, Antonio Tavera, Fabio Cermelli, Marco Ciccone, Barbara Caputo


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Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation


Jan 31, 2022
Fabio Cermelli, Massimiliano Mancini, Samuel Rota Buló, Elisa Ricci, Barbara Caputo

* Accepted by T-PAMI (https://ieeexplore.ieee.org/document/9645239/). arXiv admin note: substantial text overlap with arXiv:2002.00718 

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