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Fabio Cermelli
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2020 – today
- 2024
- [j4]Shyam Nandan Rai
, Fabio Cermelli
Mask2Anomaly: Mask Transformer for Universal Open-Set Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 9286-9302 (2024) - [c19]Gabriele Rosi, Claudia Cuttano, Niccolò Cavagnero, Giuseppe Averta, Fabio Cermelli:
The revenge of BiSeNet: Efficient Multi-Task Image Segmentation. CVPR Workshops 2024: 8066-8074 - [c18]Niccolò Cavagnero, Gabriele Rosi, Claudia Cuttano, Francesca Pistilli, Marco Ciccone, Giuseppe Averta, Fabio Cermelli:
PEM: Prototype-Based Efficient MaskFormer for Image Segmentation. CVPR 2024: 15804-15813 - [i21]Claudia Cuttano, Antonio Tavera, Fabio Cermelli, Giuseppe Averta, Barbara Caputo:
Cross-Domain Transfer Learning with CoRTe: Consistent and Reliable Transfer from Black-Box to Lightweight Segmentation Model. CoRR abs/2402.13122 (2024) - [i20]Niccolò Cavagnero, Gabriele Rosi, Claudia Cuttano, Francesca Pistilli, Marco Ciccone, Giuseppe Averta, Fabio Cermelli:
PEM: Prototype-based Efficient MaskFormer for Image Segmentation. CoRR abs/2402.19422 (2024) - [i19]Gabriele Rosi, Claudia Cuttano, Niccolò Cavagnero, Giuseppe Averta, Fabio Cermelli:
The revenge of BiSeNet: Efficient Multi-Task Image Segmentation. CoRR abs/2404.09570 (2024) - 2023
- [c17]Fabio Cermelli, Matthieu Cord, Arthur Douillard:
CoMFormer: Continual Learning in Semantic and Panoptic Segmentation. CVPR 2023: 3010-3020 - [c16]Shyam Nandan Rai
Unmasking Anomalies in Road-Scene Segmentation. ICCV 2023: 4014-4023 - [c15]Claudia Cuttano, Antonio Tavera
Cross-Domain Transfer Learning with CoRTe: Consistent and Reliable Transfer from Black-Box to Lightweight Segmentation Model. ICCV (Workshops) 2023: 1404-1414 - [c14]Xuanlong Yu, Yi Zuo, Zitao Wang, Xiaowen Zhang, Jiaxuan Zhao, Yuting Yang, Licheng Jiao, Rui Peng, Xinyi Wang, Junpei Zhang, Kexin Zhang, Fang Liu, Roberto Alcover-Couso, Juan C. SanMiguel, Marcos Escudero-Viñolo
The Robust Semantic Segmentation UNCV2023 Challenge Results. ICCV (Workshops) 2023: 4620-4630 - [i18]Shyam Nandan Rai, Fabio Cermelli, Dario Fontanel, Carlo Masone, Barbara Caputo:
Unmasking Anomalies in Road-Scene Segmentation. CoRR abs/2307.13316 (2023) - [i17]Shyam Nandan Rai, Fabio Cermelli, Barbara Caputo, Carlo Masone:
Mask2Anomaly: Mask Transformer for Universal Open-set Segmentation. CoRR abs/2309.04573 (2023) - [i16]Xuanlong Yu, Yi Zuo, Zitao Wang, Xiaowen Zhang, Jiaxuan Zhao, Yuting Yang, Licheng Jiao, Rui Peng, Xinyi Wang, Junpei Zhang, Kexin Zhang, Fang Liu, Roberto Alcover-Couso, Juan C. SanMiguel, Marcos Escudero-Viñolo
The Robust Semantic Segmentation UNCV2023 Challenge Results. CoRR abs/2309.15478 (2023) - 2022
- [j3]Fabio Cermelli
Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 44(12): 10099-10113 (2022) - [c13]Fabio Cermelli, Antonino Geraci, Dario Fontanel, Barbara Caputo:
Modeling Missing Annotations for Incremental Learning in Object Detection. CVPR Workshops 2022: 3699-3709 - [c12]Fabio Cermelli, Dario Fontanel, Antonio Tavera
Incremental Learning in Semantic Segmentation from Image Labels. CVPR 2022: 4361-4371 - [c11]Edoardo Arnaudo
A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images. ICIAP (2) 2022: 742-754 - [c10]Dario Fontanel, Fabio Cermelli, Antonino Geraci, Mauro Musarra, Matteo Tarantino, Barbara Caputo:
Relaxing the Forget Constraints in Open World Recognition. ICIAP (1) 2022: 751-763 - [c9]Lidia Fantauzzo, Eros Fanì, Debora Caldarola, Antonio Tavera
FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving. IROS 2022: 11504-11511 - [c8]Antonio Tavera
Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation. WACV 2022: 1959-1968 - [i15]Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo:
Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation. CoRR abs/2201.13338 (2022) - [i14]Lidia Fantauzzo, Eros Fanì, Debora Caldarola, Antonio Tavera, Fabio Cermelli, Marco Ciccone, Barbara Caputo:
FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving. CoRR abs/2202.13670 (2022) - [i13]Fabio Cermelli, Antonino Geraci, Dario Fontanel, Barbara Caputo:
Modeling Missing Annotations for Incremental Learning in Object Detection. CoRR abs/2204.08766 (2022) - [i12]Dario Fontanel, Matteo Tarantino, Fabio Cermelli, Barbara Caputo:
Detecting the unknown in Object Detection. CoRR abs/2208.11641 (2022) - [i11]Fabio Cermelli, Matthieu Cord, Arthur Douillard:
CoMFormer: Continual Learning in Semantic and Panoptic Segmentation. CoRR abs/2211.13999 (2022) - 2021
- [j2]Dario Fontanel
On the Challenges of Open World Recognition Under Shifting Visual Domains. IEEE Robotics Autom. Lett. 6(2): 604-611 (2021) - [c7]Fabio Cermelli, Massimiliano Mancini, Yongqin Xian, Zeynep Akata, Barbara Caputo:
Prototype-based Incremental Few-Shot Segmentation. BMVC 2021: 155 - [c6]Dario Fontanel, Fabio Cermelli, Massimiliano Mancini
Detecting Anomalies in Semantic Segmentation With Prototypes. CVPR Workshops 2021: 113-121 - [c5]Giuseppe Pastore, Fabio Cermelli, Yongqin Xian, Massimiliano Mancini
A Closer Look at Self-Training for Zero-Label Semantic Segmentation. CVPR Workshops 2021: 2693-2702 - [i10]Giuseppe Pastore, Fabio Cermelli, Yongqin Xian, Massimiliano Mancini, Zeynep Akata, Barbara Caputo:
A Closer Look at Self-training for Zero-Label Semantic Segmentation. CoRR abs/2104.11692 (2021) - [i9]Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Barbara Caputo:
Detecting Anomalies in Semantic Segmentation with Prototypes. CoRR abs/2106.00472 (2021) - [i8]Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Barbara Caputo:
On the Challenges of Open World Recognitionunder Shifting Visual Domains. CoRR abs/2107.04461 (2021) - [i7]Antonio Tavera, Fabio Cermelli, Carlo Masone, Barbara Caputo:
Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation. CoRR abs/2110.11650 (2021) - [i6]Fabio Cermelli, Dario Fontanel, Antonio Tavera, Marco Ciccone, Barbara Caputo:
Incremental Learning in Semantic Segmentation from Image Labels. CoRR abs/2112.01882 (2021) - [i5]Edoardo Arnaudo, Fabio Cermelli, Antonio Tavera, Claudio Rossi, Barbara Caputo:
A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images. CoRR abs/2112.03814 (2021) - 2020
- [j1]Dario Fontanel
Boosting Deep Open World Recognition by Clustering. IEEE Robotics Autom. Lett. 5(4): 5985-5992 (2020) - [c4]Fabio Cermelli, Massimiliano Mancini
Modeling the Background for Incremental Learning in Semantic Segmentation. CVPR 2020: 9230-9239 - [i4]Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo:
Modeling the Background for Incremental Learning in Semantic Segmentation. CoRR abs/2002.00718 (2020) - [i3]Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo:
Boosting Deep Open World Recognition by Clustering. CoRR abs/2004.13849 (2020) - [i2]Fabio Cermelli, Massimiliano Mancini, Yongqin Xian, Zeynep Akata, Barbara Caputo:
A Few Guidelines for Incremental Few-Shot Segmentation. CoRR abs/2012.01415 (2020)
2010 – 2019
- 2019
- [c3]Massimiliano Mancini
Discovering Latent Domains for Unsupervised Domain Adaptation Through Consistency. ICIAP (2) 2019: 390-401 - [c2]Fabio Cermelli, Massimiliano Mancini
The RGB-D Triathlon: Towards Agile Visual Toolboxes for Robots. IROS 2019: 6097-6104 - [i1]Fabio Cermelli, Massimiliano Mancini, Elisa Ricci, Barbara Caputo:
The RGB-D Triathlon: Towards Agile Visual Toolboxes for Robots. CoRR abs/1904.00912 (2019) - 2017
- [c1]Alberto Cannavò
T4T: Tangible interface for tuning 3D object manipulation tools. 3DUI 2017: 266-267
Coauthor Index
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