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Massimiliano Mancini

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

45

Venues

14

Active years

2017–2026

Best venue rank

A*

Where they publish

Papers

45 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIBenchmarking XAI Explanations with Human-Aligned Evaluations.Rmi Kazmierczak, Steve Azzolin, Elose Berthier, Anna Hedstrm, Patricia Delhomme, David Filliat, Nicolas Bousquet, Goran Frehse, Massimiliano Mancini, Baptiste Caramiaux, Andrea Passerini, Gianni Franchi
2026DATAMulti-Group Fairness Measures for Classification.Massimiliano Mancini, Donatella Merlini, Maria Cecilia Verri
2026WACVSafe Vision-Language Models via Unsafe Weights Manipulation.Moreno D'Inc, Elia Peruzzo, Xingqian Xu, Humphrey Shi, Nicu Sebe, Massimiliano Mancini
2025CVPRNot Only Text: Exploring Compositionality of Visual Representations in Vision-Language Models.Davide Berasi, Matteo Farina, Massimiliano Mancini, Elisa Ricci, Nicola Strisciuglio
2025CVPRRethinking Few-Shot Adaptation of Vision-Language Models in Two Stages.Matteo Farina, Massimiliano Mancini, Giovanni Iacca, Elisa Ricci
2025CVPRCompositional Caching for Training-free Open-vocabulary Attribute Detection.Marco Garosi, Alessandro Conti, Gaowen Liu, Elisa Ricci, Massimiliano Mancini
2025CVPRClassifier-to-Bias: Toward Unsupervised Automatic Bias Detection for Visual Classifiers.Quentin Guimard, Moreno D'Inc, Massimiliano Mancini, Elisa Ricci
2025CVPRCan Text-to-Video Generation help Video-Language Alignment?Luca Zanella, Massimiliano Mancini, Willi Menapace, Sergey Tulyakov, Yiming Wang, Elisa Ricci
2025ICCVOn Large Multimodal Models as Open-World Image Classifiers.Alessandro Conti, Massimiliano Mancini, Enrico Fini, Yiming Wang, Paolo Rota, Elisa Ricci
2025ICCVTraining-Free Personalization via Retrieval and Reasoning on Fingerprints.Deepayan Das, Davide Talon, Yiming Wang, Massimiliano Mancini, Elisa Ricci
2025ICIAPAutomatic Benchmarking of Large Multimodal Models via Iterative Experiment Programming.Alessandro Conti, Massimiliano Mancini, Enrico Fini, Yiming Wang, Paolo Rota, Elisa Ricci
2025ICIPTest-Time Vocabulary Adaptation for Language-Driven Object Detection.Mingxuan Liu, Tyler L. Hayes, Massimiliano Mancini, Elisa Ricci, Riccardo Volpi, Gabriela Csurka
2025WACVOne VLM to Keep it Learning: Generation and Balancing for Data-free Continual Visual Question Answering.Deepayan Das, Davide Talon, Massimiliano Mancini, Yiming Wang, Elisa Ricci
2025WACV3D Part Segmentation via Geometric Aggregation of 2D Visual Features.Marco Garosi, Riccardo Tedoldi, Davide Boscaini, Massimiliano Mancini, Nicu Sebe, Fabio Poiesi
2024CVPROpenBias: Open-Set Bias Detection in Text-to-Image Generative Models.Moreno D'Inc, Elia Peruzzo, Massimiliano Mancini, Dejia Xu, Vidit Goel, Xingqian Xu, Zhangyang Wang, Humphrey Shi, Nicu Sebe
2024CVPRMULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning.Matteo Farina, Massimiliano Mancini, Elia Cunegatti, Gaowen Liu, Giovanni Iacca, Elisa Ricci
2024CVPRHarnessing Large Language Models for Training-Free Video Anomaly Detection.Luca Zanella, Willi Menapace, Massimiliano Mancini, Yiming Wang, Elisa Ricci
2024ECCVThe Phantom Menace: Unmasking Privacy Leakages in Vision-Language Models.Simone Caldarella, Massimiliano Mancini, Elisa Ricci, Rahaf Aljundi
2024ICLRVision-by-Language for Training-Free Compositional Image Retrieval.Shyamgopal Karthik, Karsten Roth, Massimiliano Mancini, Zeynep Akata
2023ICCVIterative Superquadric Recomposition of 3D Objects from Multiple Views.Stephan Alaniz, Massimiliano Mancini, Zeynep Akata
2023ICCVImage-free Classifier Injection for Zero-Shot Classification.Anders Christensen, Massimiliano Mancini, A. Sophia Koepke, Ole Winther, Zeynep Akata
2023ICCVPDiscoNet: Semantically consistent part discovery for fine-grained recognition.Robert van der Klis, Stephan Alaniz, Massimiliano Mancini, Cssio Fraga Dantas, Dino Ienco, Zeynep Akata, Diego Marcos
2023ICCVProbVLM: Probabilistic Adapter for Frozen Vison-Language Models.Uddeshya Upadhyay, Shyamgopal Karthik, Massimiliano Mancini, Zeynep Akata
2022BMVCCross-Modal Fusion Distillation for Fine-Grained Sketch-Based Image Retrieval.Abhra Chaudhuri, Massimiliano Mancini, Yanbei Chen, Zeynep Akata, Anjan Dutta
2022CVPRAttention Consistency on Visual Corruptions for Single-Source Domain Generalization.Ilke ugu, Massimiliano Mancini, Yanbei Chen, Zeynep Akata
2022CVPRKG-SP: Knowledge Guided Simple Primitives for Open World Compositional Zero-Shot Learning.Shyamgopal Karthik, Massimiliano Mancini, Zeynep Akata
2022ECCVAbstracting Sketches Through Simple Primitives.Stephan Alaniz, Massimiliano Mancini, Anjan Dutta, Diego Marcos, Zeynep Akata
2022ECCVBayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks.Uddeshya Upadhyay, Shyamgopal Karthik, Yanbei Chen, Massimiliano Mancini, Zeynep Akata
2021BMVCPrototype-based Incremental Few-Shot Segmentation.Fabio Cermelli, Massimiliano Mancini, Yongqin Xian, Zeynep Akata, Barbara Caputo
2021CVPRCluster-Driven Graph Federated Learning Over Multiple Domains.Debora Caldarola, Massimiliano Mancini, Fabio Galasso, Marco Ciccone, Emanuele Rodol, Barbara Caputo
2021CVPRDetecting Anomalies in Semantic Segmentation With Prototypes.Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Barbara Caputo
2021CVPROpen World Compositional Zero-Shot Learning.Massimiliano Mancini, Muhammad Ferjad Naeem, Yongqin Xian, Zeynep Akata
2021CVPRA Closer Look at Self-Training for Zero-Label Semantic Segmentation.Giuseppe Pastore, Fabio Cermelli, Yongqin Xian, Massimiliano Mancini, Zeynep Akata, Barbara Caputo
2020CVPRModeling the Background for Incremental Learning in Semantic Segmentation.Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bul, Elisa Ricci, Barbara Caputo
2020ECCVTowards Recognizing Unseen Categories in Unseen Domains.Massimiliano Mancini, Zeynep Akata, Elisa Ricci, Barbara Caputo
2020ICPRShape Consistent 2D Keypoint Estimation under Domain Shift.Levi O. Vasconcelos, Massimiliano Mancini, Davide Boscaini, Samuel Rota Bul, Barbara Caputo, Elisa Ricci
2019CVPRAdaGraph: Unifying Predictive and Continuous Domain Adaptation Through Graphs.Massimiliano Mancini, Samuel Rota Bul, Barbara Caputo, Elisa Ricci
2019ICIAPDiscovering Latent Domains for Unsupervised Domain Adaptation Through Consistency.Massimiliano Mancini, Lorenzo Porzi, Fabio Cermelli, Barbara Caputo
2019ICRAKnowledge is Never Enough: Towards Web Aided Deep Open World Recognition.Massimiliano Mancini, Hakan Karaoguz, Elisa Ricci, Patric Jensfelt, Barbara Caputo
2019IROSThe RGB-D Triathlon: Towards Agile Visual Toolboxes for Robots.Fabio Cermelli, Massimiliano Mancini, Elisa Ricci, Barbara Caputo
2018CVPRBoosting Domain Adaptation by Discovering Latent Domains.Massimiliano Mancini, Lorenzo Porzi, Samuel Rota Bul, Barbara Caputo, Elisa Ricci
2018ECCVAdding New Tasks to a Single Network with Weight Transformations Using Binary Masks.Massimiliano Mancini, Elisa Ricci, Barbara Caputo, Samuel Rota Bul
2018ICIPBest Sources Forward: Domain Generalization through Source-Specific Nets.Massimiliano Mancini, Samuel Rota Bul, Barbara Caputo, Elisa Ricci
2018IROSKitting in the Wild through Online Domain Adaptation.Massimiliano Mancini, Hakan Karaoguz, Elisa Ricci, Patric Jensfelt, Barbara Caputo
2017CoNLLEmbedding Words and Senses Together via Joint Knowledge-Enhanced Training.Massimiliano Mancini, Jos Camacho-Collados, Ignacio Iacobacci, Roberto Navigli