Our Publications

Selected work

CVPR

2024

MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning

MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning

Matteo Farina, Massimiliano Mancini, Elia Cunegatti, Gaowen Liu, Giovanni Iacca, Elisa Ricci
OpenBias: Open-set Bias Detection in Text-to-Image Generative Models

OpenBias: Open-set Bias Detection in Text-to-Image Generative Models

Moreno D’Incà, Elia Peruzzo, Massimiliano Mancini, Dejia Xu, Vidit Goel, Xingqian Xu, Zhangyang Wang, Humphrey Shi, Niculae Sebe
PAIR-Diffusion: A Comprehensive Multimodal Object-Level Image Editor

PAIR-Diffusion: A Comprehensive Multimodal Object-Level Image Editor

Vidit Goel*, Elia Peruzzo*, Yifan Jiang, Dejia Xu, Xingqian Xu, Niculae Sebe, Trevor Darrell, Zhangyang Wang, Humphrey Shi
Riemannian Multinomial Logistics Regression for SPD Neural Networks

Riemannian Multinomial Logistics Regression for SPD Neural Networks

Ziheng Chen, Yue Song, Gaowen Liu, Ramana Rao Kompella, Xiaojun Wu, Niculae Sebe
SHiNe: Semantic Hierarchy Nexus for Open-vocabulary Object Detection

SHiNe: Semantic Hierarchy Nexus for Open-vocabulary Object Detection

Mingxuan Liu, Tyler L. Hayes, Gabriela Csurka, Elisa Ricci, Riccardo Volpi
Test-Time Zero-Shot Temporal Action Localization

Test-Time Zero-Shot Temporal Action Localization

CoLLAs

2024

Less is more: Summarizing Patch Tokens for efficient Multi-Label Class-Incremental Learning

Less is more: Summarizing Patch Tokens for efficient Multi-Label Class-Incremental Learning

ECCV

2024

Lost and Found: Overcoming Detector Failures in Online Multi-Object Tracking

Lost and Found: Overcoming Detector Failures in Online Multi-Object Tracking

Lorenzo Vaquero, Yihong Xu, Xavier Alameda-Pineda, Víctor M. Brea, Manuel Mucientes