Our Publications

Selected work

ICCV

2023

On the Effectiveness of LayerNorm Tuning for Continual Learning in Vision Transformers

On the Effectiveness of LayerNorm Tuning for Continual Learning in Vision Transformers

Thomas De Min, Massimiliano Mancini, Karteek Alahari, Xavier Alameda-Pineda, Elisa Ricci
PDiscoNet: Semantically consistent part discovery for fine-grained recognition

PDiscoNet: Semantically consistent part discovery for fine-grained recognition

Robert van der Klis, Stephan Alaniz, Massimiliano Mancini, Cassio Dantas, Dino Ienco, Diego Marcos
ProbVLM: Probabilistic Adapter for Frozen Vison-Language Models

ProbVLM: Probabilistic Adapter for Frozen Vison-Language Models

Uddeshya Upadhyay, Shyamgopal Karthik, Massimiliano Mancini
StylerDALLE: Language-Guided Style Transfer Using a Vector-Quantized Tokenizer of a Large-Scale Generative Model

StylerDALLE: Language-Guided Style Transfer Using a Vector-Quantized Tokenizer of a Large-Scale Generative Model

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

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

Walking Your LiDOG: A Journey Through Multiple Domains for LiDAR Semantic Segmentation

Walking Your LiDOG: A Journey Through Multiple Domains for LiDAR Semantic Segmentation

Cristiano Saltori, Aljoša Ošep, Elisa Ricci, Laura Leal-Taixé

ICIAP

2023

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

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

ICIP

2023

Exploring Diffusion Models for Unsupervised Video Anomaly Detection

Exploring Diffusion Models for Unsupervised Video Anomaly Detection