← Authors

Massimiliano Mancini

32 papers · 2017–2026 · 8 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (9) πŸ—ΊοΈ Taxonomy Completionist (62) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (13) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (7) 🀝 Dynamic Duo (16) 🧬 Topic Evolution πŸ’Ž Century Club (31) πŸ“ˆ Trend Setter ⚑ Prolific Year (6) πŸ—ƒοΈ Keyword Collector (144) ❓ The Questioner πŸ”₯ Unstoppable (10)

Conferences

CVPR (13) ICCV (6) NIPS (4) ECCV (3) WACV (3) AAAI (1) CONLL (1) ICLR (1)

Top co-authors

Elisa Ricci (16) Zeynep Akata (12) Yiming Wang (6) Shyamgopal Karthik (4) Matteo Farina (4) Barbara Caputo (4) Nicu Sebe (3) Samuel Rota BulΓ² (3) Anjan Dutta (3) Giovanni Iacca (3)

Keywords

vision-language model (8) zero-shot learning (6) vision language model (5) large language model (3) image classification (2) feature representation (2) fine-grained classification (2) pretrained model (2) knowledge graph (2) zero-shot classification (2) compositional learning (2) convolutional neural network (2) catastrophic forgetting (2) fine-grained recognition (2) compositional zero-shot learning (2) transfer learning (1) probabilistic modeling (1) concept-based explanation (1) iterative optimization (1) continual learning (1)

Papers

Safe Vision-Language Models via Unsafe Weights Manipulation WACV 2026
Benchmarking XAI Explanations with Human-Aligned Evaluations AAAI 2026
Compositional Caching for Training-free Open-vocabulary Attribute Detection CVPR 2025
Can Text-to-Video Generation help Video-Language Alignment? CVPR 2025
Not Only Text: Exploring Compositionality of Visual Representations in Vision-Language Models CVPR 2025
Classifier-to-Bias: Toward Unsupervised Automatic Bias Detection for Visual Classifiers CVPR 2025
Rethinking Few-Shot Adaptation of Vision-Language Models in Two Stages CVPR 2025
Training-Free Personalization via Retrieval and Reasoning on Fingerprints ICCV 2025
On Large Multimodal Models as Open-World Image Classifiers ICCV 2025
One VLM to Keep it Learning: Generation and Balancing for Data-Free Continual Visual Question Answering WACV 2025
3D Part Segmentation via Geometric Aggregation of 2D Visual Features WACV 2025
MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning CVPR 2024
OpenBias: Open-set Bias Detection in Text-to-Image Generative Models CVPR 2024
Vision-by-Language for Training-Free Compositional Image Retrieval ICLR 2024
Frustratingly Easy Test-Time Adaptation of Vision-Language Models NIPS 2024
Harnessing Large Language Models for Training-free Video Anomaly Detection CVPR 2024
Image-Free Classifier Injection for Zero-Shot Classification ICCV 2023
PDiscoNet: Semantically consistent part discovery for fine-grained recognition ICCV 2023
Vocabulary-free Image Classification NIPS 2023
Iterative Superquadric Recomposition of 3D Objects from Multiple Views ICCV 2023
Transitivity Recovering Decompositions: Interpretable and Robust Fine-Grained Relationships NIPS 2023
ProbVLM: Probabilistic Adapter for Frozen Vison-Language Models ICCV 2023
KG-SP: Knowledge Guided Simple Primitives for Open World Compositional Zero-Shot Learning CVPR 2022
BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks ECCV 2022
Abstracting Sketches through Simple Primitives ECCV 2022
Relational Proxies: Emergent Relationships as Fine-Grained Discriminators NIPS 2022
Open World Compositional Zero-Shot Learning CVPR 2021
Modeling the Background for Incremental Learning in Semantic Segmentation CVPR 2020
Towards Recognizing Unseen Categories in Unseen Domains ECCV 2020
AdaGraph: Unifying Predictive and Continuous Domain Adaptation Through Graphs CVPR 2019
Boosting Domain Adaptation by Discovering Latent Domains CVPR 2018
Embedding Words and Senses Together via Joint Knowledge-Enhanced Training CONLL 2017