Fabio Cermelli

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All published works

Action	Title	Year	Authors
+	Mask2Anomaly: Mask Transformer for Universal Open-set Segmentation	2024	Shyam Nandan Fabio Cermelli Barbara Caputo Carlo Masone
+ PDF Chat	The revenge of BiSeNet: Efficient Multi-Task Image Segmentation	2024	Gabriele Rosi Claudia Cuttano Niccolò Cavagnero Giuseppe Averta Fabio Cermelli
+ PDF Chat	PEM: Prototype-based Efficient MaskFormer for Image Segmentation	2024	Niccolò Cavagnero Gabriele Rosi Claudia Cuttano Francesca Pistilli Marco Ciccone Giuseppe Averta Fabio Cermelli
+ PDF Chat	Cross-Domain Transfer Learning with CoRTe: Consistent and Reliable Transfer from Black-Box to Lightweight Segmentation Model	2023	Claudia Cuttano Antonio Tavera Fabio Cermelli Giuseppe Averta Barbara Caputo
+	The Robust Semantic Segmentation UNCV2023 Challenge Results	2023	Xuanlong Yu Yi Zuo Zitao Wang Xiaowen Zhang Jiaxuan Zhao Yuting Yang Licheng Jiao Ruidong Peng Xinyi Wang Junpei Zhang
+ PDF Chat	Unmasking Anomalies in Road-Scene Segmentation	2023	Shyam Nandan Fabio Cermelli Dario Fontanel Carlo Masone Barbara Caputo
+ PDF Chat	CoMFormer: Continual Learning in Semantic and Panoptic Segmentation	2023	Fabio Cermelli Matthieu Cord Arthur Douillard
+	Unmasking Anomalies in Road-Scene Segmentation	2023	Shyam Nandan Rai Fabio Cermelli Dario Fontanel Carlo Masone Barbara Caputo
+	Mask2Anomaly: Mask Transformer for Universal Open-set Segmentation	2023	Shyam Nandan Rai Fabio Cermelli Barbara Caputo Carlo Masone
+	The Robust Semantic Segmentation UNCV2023 Challenge Results	2023	Xuanlong Yu Juan C. SanMiguel Xiaowen Zhang Marcos Escudero-Viñolo Ruidong Peng Hanlin Tian Xinyi Wang Kenta Matsui Jiaxuan Zhao Tianhao Wang
+ PDF Chat	FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving	2022	Lidia Fantauzzo Eros Fanì Debora Caldarola Antonio Tavera Fabio Cermelli Marco Ciccone Barbara Caputo
+ PDF Chat	Modeling Missing Annotations for Incremental Learning in Object Detection	2022	Fabio Cermelli Antonino Geraci Dario Fontanel Barbara Caputo
+ PDF Chat	Incremental Learning in Semantic Segmentation from Image Labels	2022	Fabio Cermelli Dario Fontanel Antonio Tavera Marco Ciccone Barbara Caputo
+ PDF Chat	Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation	2022	Antonio Tavera Fabio Cermelli Carlo Masone Barbara Caputo
+	Modeling Missing Annotations for Incremental Learning in Object Detection	2022	Fabio Cermelli Antonino Geraci Dario Fontanel Barbara Caputo
+	FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving	2022	Lidia Fantauzzo Eros Fani' Debora Caldarola Antonio Tavera Fabio Cermelli Marco Ciccone Barbara Caputo
+ PDF Chat	A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images	2022	Edoardo Arnaudo Fabio Cermelli Antonio Tavera Claudio Rossi Barbara Caputo
+	Detecting the unknown in Object Detection	2022	Dario Fontanel Matteo Tarantino Fabio Cermelli Barbara Caputo
+	CoMFormer: Continual Learning in Semantic and Panoptic Segmentation	2022	Fabio Cermelli Matthieu Cord Arthur Douillard
+ PDF Chat	Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation	2021	Fabio Cermelli Massimiliano Mancini Samuel Rota Bulò Elisa Ricci Barbara Caputo
+ PDF Chat	A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images	2021	Edoardo Arnaudo Fabio Cermelli Antonio Tavera Claudio Rossi Barbara Caputo
+	Detecting Anomalies in Semantic Segmentation with Prototypes	2021	Dario Fontanel Fabio Cermelli Massimiliano Mancini Barbara Caputo
+ PDF Chat	A Closer Look at Self-training for Zero-Label Semantic Segmentation	2021	Giuseppe Pastore Fabio Cermelli Yongqin Xian Massimiliano Mancini Zeynep Akata Barbara Caputo
+ PDF Chat	Detecting Anomalies in Semantic Segmentation with Prototypes	2021	Dario Fontanel Fabio Cermelli Massimiliano Mancini Barbara Caputo
+	A Closer Look at Self-training for Zero-Label Semantic Segmentation.	2021	Giuseppe Pastore Fabio Cermelli Yongqin Xian Massimiliano Mancini Zeynep Akata Barbara Caputo
+	A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images	2021	Edoardo Arnaudo Fabio Cermelli Antonio Tavera Claudio Rossi Barbara Caputo
+	Incremental Learning in Semantic Segmentation from Image Labels	2021	Fabio Cermelli Dario Fontanel Antonio Tavera Marco Ciccone Barbara Caputo
+	Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation	2021	Antonio Tavera Fabio Cermelli Carlo Masone Barbara Caputo
+	Detecting Anomalies in Semantic Segmentation with Prototypes	2021	Dario Fontanel Fabio Cermelli Massimiliano Mancini Barbara Caputo
+	A Closer Look at Self-training for Zero-Label Semantic Segmentation	2021	Giuseppe Pastore Fabio Cermelli Yongqin Xian Massimiliano Mancini Zeynep Akata Barbara Caputo
+ PDF Chat	On the Challenges of Open World Recognition Under Shifting Visual Domains	2020	Dario Fontanel Fabio Cermelli Massimiliano Mancini Barbara Caputo
+	A Few Guidelines for Incremental Few-Shot Segmentation.	2020	Fabio Cermelli Massimiliano Mancini Yongqin Xian Zeynep Akata Barbara Caputo
+ PDF Chat	Boosting Deep Open World Recognition by Clustering	2020	Dario Fontanel Fabio Cermelli Massimiliano Mancini Samuel Rota Bulò Elisa Ricci Barbara Caputo
+ PDF Chat	Modeling the Background for Incremental Learning in Semantic Segmentation	2020	Fabio Cermelli Massimiliano Mancini Samuel Rota Bulò Elisa Ricci Barbara Caputo
+	Modeling the Background for Incremental Learning in Semantic Segmentation	2020	Fabio Cermelli Massimiliano Mancini Samuel Rota Bulò Elisa Ricci Barbara Caputo
+	Prototype-based Incremental Few-Shot Semantic Segmentation	2020	Fabio Cermelli Massimiliano Mancini Yongqin Xian Zeynep Akata Barbara Caputo
+	Modeling the Background for Incremental Learning in Semantic Segmentation	2020	Fabio Cermelli Massimiliano Mancini Samuel Rota Bulò Elisa Ricci Barbara Caputo
+ PDF Chat	The RGB-D Triathlon: Towards Agile Visual Toolboxes for Robots	2019	Fabio Cermelli Massimiliano Mancini Elisa Ricci Barbara Caputo
+	The RGB-D Triathlon: Towards Agile Visual Toolboxes for Robots	2019	Fabio Cermelli Massimiliano Mancini Elisa Ricci Barbara Caputo
+	The RGB-D Triathlon: Towards Agile Visual Toolboxes for Robots	2019	Fabio Cermelli Massimiliano Mancini Elisa Ricci Barbara Caputo

Common Coauthors

Coauthor	Papers Together
Barbara Caputo	34
Massimiliano Mancini	17
Dario Fontanel	12
Elisa Ricci	10
Antonio Tavera	10
Carlo Masone	8
Yongqin Xian	5
Zeynep Akata	5
Marco Ciccone	5
Samuel Rota Bulò	5
Shyam Nandan	4
Giuseppe Averta	3
Claudia Cuttano	3
Claudio Rossi	3
Edoardo Arnaudo	3
Giuseppe Pastore	3
Xuanlong Yu	2
Martin Trapp	2
Zhitong Gao	2
Hanlin Tian	2
Hossein Moghaddam	2
Andrei Bursuc	2
Angela Yao	2
Lidia Fantauzzo	2
Ruidong Peng	2
Gianni Franchi	2
Arno Solin	2
Xuming He	2
Ivor Simpson	2
Juan C. SanMiguel	2
Yuting Yang	2
Jiaxuan Zhao	2
Junpei Zhang	2
Andrea Pilzer	2
Licheng Jiao	2
Arthur Douillard	2
Rui Li	2
Zitao Wang	2
Tianhao Wang	2
Kenta Matsui	2
Wenlong Chen	2
Quentin Bouniot	2
Matthieu Cord	2
Kexin Zhang	2
Fahmy Adan	2
Shyam Nandan Rai	2
Roberto Alcover-Couso	2
Debora Caldarola	2
Niccolò Cavagnero	2
Marcos Escudero-Viñolo	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	17
+ PDF Chat	DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs	2017	Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Murphy Alan Yuille	14
+ PDF Chat	Modeling the Background for Incremental Learning in Semantic Segmentation	2020	Fabio Cermelli Massimiliano Mancini Samuel Rota Bulò Elisa Ricci Barbara Caputo	13
+ PDF Chat	Pyramid Scene Parsing Network	2017	Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia	13
+ PDF Chat	Fully convolutional networks for semantic segmentation	2015	Jonathan Long Evan Shelhamer Trevor Darrell	12
+	Rethinking Atrous Convolution for Semantic Image Segmentation	2017	Liang-Chieh Chen George Papandreou Florian Schroff Hartwig Adam	12
+ PDF Chat	Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation	2018	Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam	12
+	Distilling the Knowledge in a Neural Network	2015	Geoffrey E. Hinton Oriol Vinyals Jay B. Dean	10
+	Learning without Forgetting	2017	Zhizhong Li Derek Hoiem	10
+ PDF Chat	Incremental Learning Techniques for Semantic Segmentation	2019	Umberto Michieli Pietro Zanuttigh	10
+	SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation	2017	Vijay Badrinarayanan A. C. Kendall Roberto Cipolla	9
+ PDF Chat	iCaRL: Incremental Classifier and Representation Learning	2017	Sylvestre-Alvise Rebuffi Alexander Kolesnikov Georg Sperl Christoph H. Lampert	9
+ PDF Chat	The Cityscapes Dataset for Semantic Urban Scene Understanding	2016	Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele	8
+ PDF Chat	ExFuse: Enhancing Feature Fusion for Semantic Segmentation	2018	Zhenli Zhang Xiangyu Zhang Chao Peng Xiangyang Xue Jian Sun	8
+ PDF Chat	In-place Activated BatchNorm for Memory-Optimized Training of DNNs	2018	Samuel Rota Bulò Lorenzo Porzi Peter Kontschieder	8
+ PDF Chat	RefineNet: Multi-path Refinement Networks for High-Resolution Semantic Segmentation	2017	Guosheng Lin Anton Milan Chunhua Shen Ian Reid	8
+ PDF Chat	PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning	2018	Arun Mallya Svetlana Lazebnik	7
+ PDF Chat	Riemannian Walk for Incremental Learning: Understanding Forgetting and Intransigence	2018	Arslan Chaudhry Puneet K. Dokania Thalaiyasingam Ajanthan Philip H. S. Torr	7
+ PDF Chat	PLOP: Learning without Forgetting for Continual Semantic Segmentation	2021	Arthur Douillard Yifu Chen Arnaud Dapogny Matthieu Cord	6
+ PDF Chat	Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights	2018	Arun Mallya Dillon Davis Svetlana Lazebnik	6
+ PDF Chat	Learning Without Memorizing	2019	Prithviraj Dhar Rajat Singh Kuan-Chuan Peng Ziyan Wu Rama Chellappa	5
+	Continual Learning with Deep Generative Replay	2017	Hanul Shin Jung Kwon Lee Jaehong Kim Jiwon Kim	5
+ PDF Chat	Dual Attention Network for Scene Segmentation	2019	Jun Fu Jing Liu Haijie Tian Yong Li Yongjun Bao Zhiwei Fang Hanqing Lu	5
+ PDF Chat	Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations	2021	Umberto Michieli Pietro Zanuttigh	5
+	OCNet: Object Context Network for Scene Parsing	2018	Yuhui Yuan Jingdong Wang	5
+	Overcoming catastrophic forgetting in neural networks	2017	James Kirkpatrick Razvan Pascanu Neil C. Rabinowitz Joel Veness Guillaume Desjardins Andrei A. Rusu Kieran Milan John Quan Tiago Ramalho Agnieszka Grabska‐Barwińska	5
+ PDF Chat	Detecting the Unexpected via Image Resynthesis	2019	Krzysztof Lis Krishna Kanth Nakka Pascal Fua Mathieu Salzmann	5
+	Prototypical Networks for Few-shot Learning	2017	Jake Snell Kevin Swersky Richard S. Zemel	5
+ PDF Chat	End-to-End Incremental Learning	2018	Francisco M. Castro Manuel J. Marín‐Jiménez Nicolás Guil Cordelia Schmid Karteek Alahari	5
+	Per-Pixel Classification is Not All You Need for Semantic Segmentation	2021	Bowen Cheng Alexander G. Schwing Alexander Kirillov	5
+ PDF Chat	ScribbleSup: Scribble-Supervised Convolutional Networks for Semantic Segmentation	2016	Di Lin Jifeng Dai Jiaya Jia Kaiming He Jian Sun	4
+	Progressive Neural Networks	2016	Andrei A. Rusu Neil C. Rabinowitz Guillaume Desjardins Hubert Soyer James Kirkpatrick Koray Kavukcuoglu Razvan Pascanu Raia Hadsell	4
+ PDF Chat	Memory Aware Synapses: Learning What (not) to Forget	2018	Rahaf Aljundi Francesca Babiloni Mohamed Elhoseiny Marcus Rohrbach Tinne Tuytelaars	4
+ PDF Chat	Context Encoding for Semantic Segmentation	2018	Hang Zhang Kristin Dana Jianping Shi Zhongyue Zhang Xiaogang Wang Ambrish Tyagi Amit Agrawal	4
+ PDF Chat	Focal Loss for Dense Object Detection	2017	Tsung-Yi Lin Priya Goyal Ross Girshick Kaiming He Piotr Dollár	4
+	One-Shot Learning for Semantic Segmentation	2017	Amirreza Shaban Shray Bansal Zhen Liu Irfan Essa Byron Boots	4
+	SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers	2021	Enze Xie Wenhai Wang Zhiding Yu Anima Anandkumar Jose M. Álvarez Ping Luo	4
+ PDF Chat	PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning	2020	Arthur Douillard Matthieu Cord Charles Ollion Thomas Robert Eduardo Valle	4
+ PDF Chat	Swin Transformer: Hierarchical Vision Transformer using Shifted Windows	2021	Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin Baining Guo	4
+ PDF Chat	Large Scale Incremental Learning	2019	Yue Wu Yinpeng Chen Lijuan Wang Yuancheng Ye Zicheng Liu Yandong Guo Yun Fu	4
+ PDF Chat	Low-Shot Learning with Imprinted Weights	2018	H. Jerry Qi Matthew A. Brown David Lowe	4
+ PDF Chat	Learning to Remember: A Synaptic Plasticity Driven Framework for Continual Learning	2019	Oleksiy Ostapenko Mihai Puscas Tassilo Klein Patrick Jähnichen Moin Nabi	4
+ PDF Chat	Incremental Learning for Semantic Segmentation of Large-Scale Remote Sensing Data	2019	Onur Taşar Yuliya Tarabalka Pierre Alliez	4
+ PDF Chat	FickleNet: Weakly and Semi-Supervised Semantic Image Segmentation Using Stochastic Inference	2019	Jungbeom Lee Eunji Kim Sungmin Lee Jangho Lee Sungroh Yoon	4
+ PDF Chat	Masked-attention Mask Transformer for Universal Image Segmentation	2022	Bowen Cheng Ishan Misra Alexander G. Schwing Alexander Kirillov Rohit Girdhar	4
+ PDF Chat	Deep learning a grasp function for grasping under gripper pose uncertainty	2016	Edward Johns Stefan Leutenegger Andrew J. Davison	3
+ PDF Chat	Lost and Found: detecting small road hazards for self-driving vehicles	2016	Peter Pinggera Sebastian Ramos Stefan Gehrig Uwe Franke Carsten Rother Rudolf Mester	3
+	Enhancing The Reliability of Out-of-distribution Image Detection in Neural Networks	2017	Shiyu Liang Yixuan Li R. Srikant	3
+ PDF Chat	Exploiting Saliency for Object Segmentation from Image Level Labels	2017	Seong Joon Oh Rodrigo Benenson Anna Khoreva Zeynep Akata Mario Fritz Bernt Schiele	3
+	One-Shot Learning for Semantic Segmentation	2017	Amirreza Shaban Shray Bansal Zhen Liu Irfan Essa Byron Boots	3