Nicola Dall'Asen

Ph.D.

Nicola Dall'Asen

2021–2026 nicola.dallasen@studenti.unitn.it

Research Interests

Image Generation

Papers (10)

2026

CVPR 2026

From Weights to Concepts: Data-Free Interpretability of CLIP via Singular Vector Decomposition

Francesco Gentile, Nicola Dall'Asen, Francesco Tonini, Massimiliano Mancini, Lorenzo Vaquero, Elisa Ricci

2025

Increasing the Utility of Synthetic Images through Chamfer Guidance
NeurIPS 2025

Increasing the Utility of Synthetic Images through Chamfer Guidance

Nicola Dall'Asen, Xiaofeng Zhang, Reyhane Askari Hemmat, Melissa Hall, Jakob Verbeek, Adriana Romero-Soriano, Michal Drozdzal
PDF
Diversified in-domain synthesis with efficient fine-tuning for few-shot classification
ICIAP 2025

Diversified in-domain synthesis with efficient fine-tuning for few-shot classification

Nicola Dall'Asen, Victor G Turrisi da Costa, Yiming Wang, Nicu Sebe, Elisa Ricci
PDF Website
Collaborative Neural Painting
CVIU 2025

Collaborative Neural Painting

Nicola Dall'Asen, Willi Menapace, Elia Peruzzo, Enver Sangineto, Yiming Wang, Elisa Ricci
PDF Website

2024

Retrieval-enriched zero-shot image classification in low-resource domains
EMNLP 2024

Retrieval-enriched zero-shot image classification in low-resource domains

Nicola Dall'Asen, Yiming Wang, Enrico Fini, Elisa Ricci
PDF Website
AL-GTD: Deep Active Learning for Gaze Target Detection
ACM Multimedia 2024

AL-GTD: Deep Active Learning for Gaze Target Detection

Francesco Tonini, Nicola Dall'Asen, Lorenzo Vaquero, Cigdem Beyan, Elisa Ricci
PDF Website

2023

Object-aware Gaze Target Detection
ICCV 2023

Object-aware Gaze Target Detection

Francesco Tonini, Nicola Dall'Asen, Cigdem Beyan, Elisa Ricci
PDF Website
Unsupervised Video Anomaly Detection with Diffusion Models Conditioned on Compact Motion Representations
ICIAP 2023

Unsupervised Video Anomaly Detection with Diffusion Models Conditioned on Compact Motion Representations

Nicola Dall'Asen, Cigdem Beyan, Elisa Ricci
PDF Website
Exploring Diffusion Models for Unsupervised Video Anomaly Detection
ICIP 2023

Exploring Diffusion Models for Unsupervised Video Anomaly Detection

Nicola Dall'Asen, Cigdem Beyan, Elisa Ricci
PDF Website

2022

Graph-based generative face anonymisation with pose preservation
ICIAP 2022

Graph-based generative face anonymisation with pose preservation

Nicola Dall'Asen, Yiming Wang, Hao Tang, Luca Zanella, Elisa Ricci
PDF Website