Alessandro Conti

Ph.D.

Alessandro Conti

2021–Present alessandro.conti-1@unitn.it

Research Interests

Vision and Language

Papers (12)

2026

CVPR 2026

Specificity-aware reinforcement learning for fine-grained open-world classification

Samuele Angheben, Davide Berasi, Alessandro Conti, Elisa Ricci, Yiming Wang
Large Multimodal Models as General In-Context Classifiers
CVPR Findings 2026

Large Multimodal Models as General In-Context Classifiers

Marco Garosi, Matteo Farina, Alessandro Conti, Massimiliano Mancini, Elisa Ricci
PDF Website

2025

ConViS-Bench: Estimating Video Similarity Through Semantic Concepts
NeurIPS 2025

ConViS-Bench: Estimating Video Similarity Through Semantic Concepts

Benedetta Liberatori, Alessandro Conti, Lorenzo Vaquero, Yiming Wang, Elisa Ricci, Paolo Rota
PDF Website
Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection
ACM Multimedia 2025

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection

Francesco Tonini, Lorenzo Vaquero, Alessandro Conti, Cigdem Beyan, Elisa Ricci
PDF Website
On Large Multimodal Models as Open-World Image Classifiers
ICCV 2025

On Large Multimodal Models as Open-World Image Classifiers

Alessandro Conti, Massimiliano Mancini, Enrico Fini, Yiming Wang, Paolo Rota, Elisa Ricci
PDF Website
Automatic benchmarking of large multimodal models via iterative experiment programming
ICIAP 2025

Automatic benchmarking of large multimodal models via iterative experiment programming

Alessandro Conti, Enrico Fini, Paolo Rota, Yiming Wang, Massimiliano Mancini, Elisa Ricci
PDF Website
Compositional Caching for Training-free Open-vocabulary Attribute Detection
CVPR 2025 Highlight

Compositional Caching for Training-free Open-vocabulary Attribute Detection

Marco Garosi, Alessandro Conti, Gaowen Liu, Elisa Ricci, Massimiliano Mancini
PDF Website

2024

Test-Time Zero-Shot Temporal Action Localization
CVPR 2024

Test-Time Zero-Shot Temporal Action Localization

Benedetta Liberatori, Alessandro Conti, Paolo Rota, Yiming Wang, Elisa Ricci
PDF Website

2023

The Unreasonable Effectiveness of Large Language-Vision Models for Source-free Video Domain Adaptation
ICCV 2023

The Unreasonable Effectiveness of Large Language-Vision Models for Source-free Video Domain Adaptation

Giacomo Zara*, Alessandro Conti*, Subhankar Roy, Stéphane Lathuilière, Paolo Rota, Elisa Ricci
PDF Website
Vocabulary-free Image Classification
NeurIPS 2023

Vocabulary-free Image Classification

Alessandro Conti, Enrico Fini, Massimiliano Mancini, Paolo Rota, Yiming Wang, Elisa Ricci
PDF Website

2022

Cluster-level pseudo-labelling for source-free cross-domain facial expression recognition
BMVC 2022

Cluster-level pseudo-labelling for source-free cross-domain facial expression recognition

Alessandro Conti, Paolo Rota, Yiming Wang, Elisa Ricci
PDF Website
Multimodal Emotion Recognition with Modality-Pairwise Unsupervised Contrastive Loss
ICPR 2022

Multimodal Emotion Recognition with Modality-Pairwise Unsupervised Contrastive Loss

Riccardo Franceschini, Enrico Fini, Cigdem Beyan, Alessandro Conti, Federica Arrigoni, Elisa Ricci
PDF Website