Elisa Ricci

University of Trento — Italy

Computer Science · Physical Sciences

50h-index11.0kcitations392works3.32yr avg
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Research Topics

Domain Adaptation and Few-Shot Learning(103), Multimodal Machine Learning Applications(76), Human Pose and Action Recognition(62), Advanced Neural Network Applications(46), Anomaly Detection Techniques and Applications(40)

Publications391 total

Incremental Object-Based Novelty Detection with Feedback Loop
Lecture notes in computer science·2026
Automatic Benchmarking of Large Multimodal Models via Iterative Experiment Programming
Lecture notes in computer science·2026
Diversified In-domain Synthesis with Efficient Fine-Tuning for Few-Shot Classification
Lecture notes in computer science·2026
LT-Soups: Bridging Head and Tail Classes via Subsampled Model Soups
arXiv (Cornell University)·2025Open Access
Socially Pertinent Robots in Gerontological Healthcare
International Journal of Social Robotics·2025· 2 citedOpen Access
Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection
2025Open Access
Ensembling Pruned Attention Heads For Uncertainty-Aware Efficient Transformers
arXiv (Cornell University)·2025Open Access
Training-free Online Video Step Grounding
arXiv (Cornell University)·2025Open Access
UrbanVerse: Scaling Urban Simulation by Watching City-Tour Videos
arXiv (Cornell University)·2025Open Access
Test-Time Vocabulary Adaptation for Language-Driven Object Detection
2025
Architecture, Simulation and Software Stack to Support Post-CMOS Accelerators: The ARCHYTAS Project
2025Open Access
Not Only Text: Exploring Compositionality of Visual Representations in Vision-Language Models
2025· 1 citedOpen Access
MAMBO: High-Resolution Generative Approach for Mammography Images
arXiv (Cornell University)·2025Open Access
Can Text-to-Video Generation help Video-Language Alignment?
2025
Compositional Caching for Training-free Open-vocabulary Attribute Detection
2025
Rethinking Few-Shot Adaptation of Vision-Language Models in Two Stages
2025· 3 cited
Classifier-to-Bias: Toward Unsupervised Automatic Bias Detection for Visual Classifiers
2025
Test-time Vocabulary Adaptation for Language-driven Object Detection
arXiv (Cornell University)·2025Open Access
FedMVP: Federated Multimodal Visual Prompt Tuning for Vision-Language Models
arXiv (Cornell University)·2025Open Access
Classifier-to-Bias: Toward Unsupervised Automatic Bias Detection for Visual Classifiers
arXiv (Cornell University)·2025Open Access
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Frequent Co-authors

Nicu Sebe(29), Yan Yan(10), Dan Xu(8), Xavier Alameda-Pineda(8), Enrico Fini(7), Oswald Lanz(7), Ramanathan Subramanian(6), Enver Sangineto(6), Wanli Ouyang(5), Subhankar Roy(4), Xiaogang Wang(4), Gaowen Liu(4), Samuel Rota Bulò(4), Moin Nabi(4), Lorenzo Porzi(4), Gloria Zen(4), Stéphane Lathuilière(3), Bruno Lepri(3), Nello Cristianini(3), R. Perfetti(2)