Massimiliano Mancini

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 93

Top Topics

Domain Adaptation

Image Retrieval

Semantic Segmentation

Top Venues

IEEE Robotics Autom. Lett.

Publications

Moreno D'Incà, Elia Peruzzo, Massimiliano Mancini, Dejia Xu, Vidit Goel, Xingqian Xu, Zhangyang Wang, Humphrey Shi, Nicu Sebe
OpenBias: Open-set Bias Detection in Text-to-Image Generative Models. CoRR (2024)
Alessandro Conti, Enrico Fini, Paolo Rota, Yiming Wang, Massimiliano Mancini, Elisa Ricci
Automatic benchmarking of large multimodal models via iterative experiment programming. CoRR (2024)
Luca Zanella, Willi Menapace, Massimiliano Mancini, Yiming Wang, Elisa Ricci
Harnessing Large Language Models for Training-free Video Anomaly Detection. CoRR (2024)
Matteo Farina, Gianni Franchi, Giovanni Iacca, Massimiliano Mancini, Elisa Ricci
Frustratingly Easy Test-Time Adaptation of Vision-Language Models. CoRR (2024)
Alessandro Conti, Enrico Fini, Massimiliano Mancini, Paolo Rota, Yiming Wang, Elisa Ricci
Vocabulary-free Image Classification and Semantic Segmentation. CoRR (2024)
Matteo Farina, Massimiliano Mancini, Elia Cunegatti, Gaowen Liu, Giovanni Iacca, Elisa Ricci
MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning. CoRR (2024)
Thomas De Min, Massimiliano Mancini, Stéphane Lathuilière, Subhankar Roy, Elisa Ricci
Less is more: Summarizing Patch Tokens for efficient Multi-Label Class-Incremental Learning. CoRR (2024)
Shyamgopal Karthik, Karsten Roth, Massimiliano Mancini, Zeynep Akata
Vision-by-Language for Training-Free Compositional Image Retrieval. ICLR (2024)
Thomas De Min, Subhankar Roy, Massimiliano Mancini, Stéphane Lathuilière, Elisa Ricci
One-Shot Unlearning of Personal Identities. CoRR (2024)
Yanbei Chen, Massimiliano Mancini, Xiatian Zhu, Zeynep Akata
Semi-Supervised and Unsupervised Deep Visual Learning: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 46 (3) (2024)
Massimiliano Mancini, Muhammad Ferjad Naeem, Yongqin Xian, Zeynep Akata
Learning Graph Embeddings for Open World Compositional Zero-Shot Learning. IEEE Trans. Pattern Anal. Mach. Intell. 46 (3) (2024)
Alessandro Conti, Enrico Fini, Massimiliano Mancini, Paolo Rota, Yiming Wang, Elisa Ricci
Vocabulary-free Image Classification. CoRR (2023)
Abhra Chaudhuri, Massimiliano Mancini, Zeynep Akata, Anjan Dutta
Transitivity Recovering Decompositions: Interpretable and Robust Fine-Grained Relationships. CoRR (2023)
Stephan Alaniz, Massimiliano Mancini, Zeynep Akata
Iterative Superquadric Recomposition of 3D Objects from Multiple Views. CoRR (2023)
Abhra Chaudhuri, Massimiliano Mancini, Zeynep Akata, Anjan Dutta
Transitivity Recovering Decompositions: Interpretable and Robust Fine-Grained Relationships. NeurIPS (2023)
Thomas De Min, Massimiliano Mancini, Karteek Alahari, Xavier Alameda-Pineda, Elisa Ricci
On the Effectiveness of LayerNorm Tuning for Continual Learning in Vision Transformers. ICCV (Workshops) (2023)
Uddeshya Upadhyay, Shyamgopal Karthik, Massimiliano Mancini, Zeynep Akata
ProbVLM: Probabilistic Adapter for Frozen Vison-Language Models. ICCV (2023)
Shyamgopal Karthik, Karsten Roth, Massimiliano Mancini, Zeynep Akata
If at First You Don't Succeed, Try, Try Again: Faithful Diffusion-based Text-to-Image Generation by Selection. CoRR (2023)
Anders Christensen, Massimiliano Mancini, A. Sophia Koepke, Ole Winther, Zeynep Akata
Image-free Classifier Injection for Zero-Shot Classification. ICCV (2023)
Thomas De Min, Massimiliano Mancini, Karteek Alahari, Xavier Alameda-Pineda, Elisa Ricci
On the Effectiveness of LayerNorm Tuning for Continual Learning in Vision Transformers. CoRR (2023)
Uddeshya Upadhyay, Shyamgopal Karthik, Massimiliano Mancini, Zeynep Akata
ProbVLM: Probabilistic Adapter for Frozen Vison-Language Models. CoRR (2023)
Alessandro Conti, Enrico Fini, Massimiliano Mancini, Paolo Rota, Yiming Wang, Elisa Ricci
Vocabulary-free Image Classification. NeurIPS (2023)
Stephan Alaniz, Massimiliano Mancini, Zeynep Akata
Iterative Superquadric Recomposition of 3D Objects from Multiple Views. ICCV (2023)
Shyamgopal Karthik, Karsten Roth, Massimiliano Mancini, Zeynep Akata
Vision-by-Language for Training-Free Compositional Image Retrieval. CoRR (2023)
Anders Christensen, Massimiliano Mancini, A. Sophia Koepke, Ole Winther, Zeynep Akata
Image-free Classifier Injection for Zero-Shot Classification. CoRR (2023)
Robert van der Klis, Stephan Alaniz, Massimiliano Mancini, Cássio F. Dantas, Dino Ienco, Zeynep Akata, Diego Marcos
PDiscoNet: Semantically consistent part discovery for fine-grained recognition. CoRR (2023)
Robert van der Klis, Stephan Alaniz, Massimiliano Mancini, Cássio Fraga Dantas, Dino Ienco, Zeynep Akata, Diego Marcos
PDiscoNet: Semantically consistent part discovery for fine-grained recognition. ICCV (2023)
Stephan Alaniz, Massimiliano Mancini, Anjan Dutta, Diego Marcos, Zeynep Akata
Abstracting Sketches Through Simple Primitives. ECCV (24) (2022)
Abhra Chaudhuri, Massimiliano Mancini, Zeynep Akata, Anjan Dutta
Relational Proxies: Emergent Relationships as Fine-Grained Discriminators. NeurIPS (2022)
Ilke Çugu, Massimiliano Mancini, Yanbei Chen, Zeynep Akata
Attention Consistency on Visual Corruptions for Single-Source Domain Generalization. CoRR (2022)
Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Ilke Çugu, Massimiliano Mancini, Yanbei Chen, Zeynep Akata
Attention Consistency on Visual Corruptions for Single-Source Domain Generalization. CVPR Workshops (2022)
Stephan Alaniz, Massimiliano Mancini, Anjan Dutta, Diego Marcos, Zeynep Akata
Abstracting Sketches through Simple Primitives. CoRR (2022)
Shyamgopal Karthik, Massimiliano Mancini, Zeynep Akata
KG-SP: Knowledge Guided Simple Primitives for Open World Compositional Zero-Shot Learning. CVPR (2022)
Abhra Chaudhuri, Massimiliano Mancini, Yanbei Chen, Zeynep Akata, Anjan Dutta
Cross-Modal Fusion Distillation for Fine-Grained Sketch-Based Image Retrieval. CoRR (2022)
Shyamgopal Karthik, Massimiliano Mancini, Zeynep Akata
KG-SP: Knowledge Guided Simple Primitives for Open World Compositional Zero-Shot Learning. CoRR (2022)
Uddeshya Upadhyay, Shyamgopal Karthik, Yanbei Chen, Massimiliano Mancini, Zeynep Akata
BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks. CoRR (2022)
Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation. CoRR (2022)
Abhra Chaudhuri, Massimiliano Mancini, Zeynep Akata, Anjan Dutta
Relational Proxies: Emergent Relationships as Fine-Grained Discriminators. CoRR (2022)
Yanbei Chen, Massimiliano Mancini, Xiatian Zhu, Zeynep Akata
Semi-Supervised and Unsupervised Deep Visual Learning: A Survey. CoRR (2022)
Abhra Chaudhuri, Massimiliano Mancini, Yanbei Chen, Zeynep Akata, Anjan Dutta
Cross-Modal Fusion Distillation for Fine-Grained Sketch-Based Image Retrieval. BMVC (2022)
Uddeshya Upadhyay, Shyamgopal Karthik, Yanbei Chen, Massimiliano Mancini, Zeynep Akata
BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks. ECCV (12) (2022)
Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Barbara Caputo
Detecting Anomalies in Semantic Segmentation With Prototypes. CVPR Workshops (2021)
Massimiliano Mancini, Muhammad Ferjad Naeem, Yongqin Xian, Zeynep Akata
Open World Compositional Zero-Shot Learning. CoRR (2021)
Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Barbara Caputo
On the Challenges of Open World Recognitionunder Shifting Visual Domains. CoRR (2021)
Massimiliano Mancini, Lorenzo Porzi, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
Inferring Latent Domains for Unsupervised Deep Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. 43 (2) (2021)
Massimiliano Mancini, Muhammad Ferjad Naeem, Yongqin Xian, Zeynep Akata
Open World Compositional Zero-Shot Learning. CVPR (2021)
Giuseppe Pastore, Fabio Cermelli, Yongqin Xian, Massimiliano Mancini, Zeynep Akata, Barbara Caputo
A Closer Look at Self-Training for Zero-Label Semantic Segmentation. CVPR Workshops (2021)
Debora Caldarola, Massimiliano Mancini, Fabio Galasso, Marco Ciccone, Emanuele Rodolà, Barbara Caputo
Cluster-driven Graph Federated Learning over Multiple Domains. CoRR (2021)
Massimiliano Mancini, Muhammad Ferjad Naeem, Yongqin Xian, Zeynep Akata
Learning Graph Embeddings for Open World Compositional Zero-Shot Learning. CoRR (2021)
Anjan Dutta, Massimiliano Mancini, Zeynep Akata
Concurrent Discrimination and Alignment for Self-Supervised Feature Learning. ICCVW (2021)
Massimiliano Mancini, Lorenzo Porzi, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
Inferring Latent Domains for Unsupervised Deep Domain Adaptation. CoRR (2021)
Giuseppe Pastore, Fabio Cermelli, Yongqin Xian, Massimiliano Mancini, Zeynep Akata, Barbara Caputo
A Closer Look at Self-training for Zero-Label Semantic Segmentation. CoRR (2021)
Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Barbara Caputo
On the Challenges of Open World Recognition Under Shifting Visual Domains. IEEE Robotics Autom. Lett. 6 (2) (2021)
Fabio Cermelli, Massimiliano Mancini, Yongqin Xian, Zeynep Akata, Barbara Caputo
Prototype-based Incremental Few-Shot Segmentation. BMVC (2021)
Debora Caldarola, Massimiliano Mancini, Fabio Galasso, Marco Ciccone, Emanuele Rodolà, Barbara Caputo
Cluster-Driven Graph Federated Learning Over Multiple Domains. CVPR Workshops (2021)
Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Barbara Caputo
Detecting Anomalies in Semantic Segmentation with Prototypes. CoRR (2021)
Anjan Dutta, Massimiliano Mancini, Zeynep Akata
Concurrent Discrimination and Alignment for Self-Supervised Feature Learning. CoRR (2021)
Massimiliano Mancini, Elisa Ricci, Barbara Caputo, Samuel Rota Bulò
Boosting Binary Masks for Multi-Domain Learning through Affine Transformations. CoRR (2021)
Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
Boosting Deep Open World Recognition by Clustering. CoRR (2020)
Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
Modeling the Background for Incremental Learning in Semantic Segmentation. CVPR (2020)
Levi O. Vasconcelos, Massimiliano Mancini, Davide Boscaini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
Shape Consistent 2D Keypoint Estimation under Domain Shift. ICPR (2020)
Massimiliano Mancini, Zeynep Akata, Elisa Ricci, Barbara Caputo
Towards Recognizing Unseen Categories in Unseen Domains. ECCV (23) (2020)
Levi O. Vasconcelos, Massimiliano Mancini, Davide Boscaini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
Shape Consistent 2D Keypoint Estimation under Domain Shift. CoRR (2020)
Fabio Cermelli, Massimiliano Mancini, Yongqin Xian, Zeynep Akata, Barbara Caputo
A Few Guidelines for Incremental Few-Shot Segmentation. CoRR (2020)
Massimiliano Mancini
Towards Recognizing New Semantic Concepts in New Visual Domains. CoRR (2020)
Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
Boosting Deep Open World Recognition by Clustering. IEEE Robotics Autom. Lett. 5 (4) (2020)
Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
Modeling the Background for Incremental Learning in Semantic Segmentation. CoRR (2020)
Massimiliano Mancini, Elisa Ricci, Barbara Caputo, Samuel Rota Bulò
Boosting binary masks for multi-domain learning through affine transformations. Mach. Vis. Appl. 31 (6) (2020)
Massimiliano Mancini, Zeynep Akata, Elisa Ricci, Barbara Caputo
Towards Recognizing Unseen Categories in Unseen Domains. CoRR (2020)
Levi O. Vasconcelos, Massimiliano Mancini, Davide Boscaini, Barbara Caputo, Elisa Ricci
Structured Domain Adaptation for 3D Keypoint Estimation. 3DV (2019)
Massimiliano Mancini, Lorenzo Porzi, Fabio Cermelli, Barbara Caputo
Discovering Latent Domains for Unsupervised Domain Adaptation Through Consistency. ICIAP (2) (2019)
Massimiliano Mancini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
AdaGraph: Unifying Predictive and Continuous Domain Adaptation Through Graphs. CVPR (2019)
Massimiliano Mancini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
AdaGraph: Unifying Predictive and Continuous Domain Adaptation through Graphs. CoRR (2019)
Massimiliano Mancini, Hakan Karaoguz, Elisa Ricci, Patric Jensfelt, Barbara Caputo
Knowledge is Never Enough: Towards Web Aided Deep Open World Recognition. CoRR (2019)
Massimiliano Mancini, Hakan Karaoguz, Elisa Ricci, Patric Jensfelt, Barbara Caputo
Knowledge is Never Enough: Towards Web Aided Deep Open World Recognition. ICRA (2019)
Fabio Cermelli, Massimiliano Mancini, Elisa Ricci, Barbara Caputo
The RGB-D Triathlon: Towards Agile Visual Toolboxes for Robots. IROS (2019)
Fabio Cermelli, Massimiliano Mancini, Elisa Ricci, Barbara Caputo
The RGB-D Triathlon: Towards Agile Visual Toolboxes for Robots. CoRR (2019)
Massimiliano Mancini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
Best Sources Forward: Domain Generalization through Source-Specific Nets. ICIP (2018)
Massimiliano Mancini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
Best sources forward: domain generalization through source-specific nets. CoRR (2018)
Massimiliano Mancini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
Robust Place Categorization With Deep Domain Generalization. IEEE Robotics Autom. Lett. 3 (3) (2018)
Massimiliano Mancini, Hakan Karaoguz, Elisa Ricci, Patric Jensfelt, Barbara Caputo
Kitting in the Wild through Online Domain Adaptation. CoRR (2018)
Massimiliano Mancini, Lorenzo Porzi, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
Boosting Domain Adaptation by Discovering Latent Domains. CoRR (2018)
Massimiliano Mancini, Elisa Ricci, Barbara Caputo, Samuel Rota Bulò
Adding New Tasks to a Single Network with Weight Trasformations using Binary Masks. CoRR (2018)
Massimiliano Mancini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
Robust Place Categorization with Deep Domain Generalization. CoRR (2018)
Massimiliano Mancini, Hakan Karaoguz, Elisa Ricci, Patric Jensfelt, Barbara Caputo
Kitting in the Wild through Online Domain Adaptation. IROS (2018)
Massimiliano Mancini, Elisa Ricci, Barbara Caputo, Samuel Rota Bulò
Adding New Tasks to a Single Network with Weight Transformations Using Binary Masks. ECCV Workshops (2) (2018)
Massimiliano Mancini, Lorenzo Porzi, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
Boosting Domain Adaptation by Discovering Latent Domains. CVPR (2018)
Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
Learning Deep NBNN Representations for Robust Place Categorization. CoRR (2017)
Massimiliano Mancini, José Camacho-Collados, Ignacio Iacobacci, Roberto Navigli
Embedding Words and Senses Together via Joint Knowledge-Enhanced Training. CoNLL (2017)
Julian G. Zilly, Amit Boyarski, Micael Carvalho, Amir Atapour Abarghouei, Konstantinos Amplianitis, Aleksandr Krasnov, Massimiliano Mancini, Hernán Gonzalez, Riccardo Spezialetti, Carlos Sampedro Pérez, Hao Li
Inspiring Computer Vision System Solutions. CoRR (2017)
Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
Learning Deep NBNN Representations for Robust Place Categorization. IEEE Robotics Autom. Lett. 2 (3) (2017)
Massimiliano Mancini, José Camacho-Collados, Ignacio Iacobacci, Roberto Navigli
Embedding Words and Senses Together via Joint Knowledge-Enhanced Training. CoRR (2016)