Research

Publications

Papers published at top conferences and journals.

CVPR

2024 7 papers
Harnessing Large Language Models for Training-free Video Anomaly Detection

Harnessing Large Language Models for Training-free Video Anomaly Detection

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
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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, Nicu 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, Nicu Sebe, Trevor Darrell, Zhangyang Wang, Humphrey Shi * equal contribution
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, Nicu Sebe
SHiNe: Semantic Hierarchy Nexus for Open-vocabulary Object Detection
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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 1 paper
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 1 paper
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

ICLR

2024 2 papers
A Lie Group Approach to Riemannian Batch Normalization

A Lie Group Approach to Riemannian Batch Normalization

Democratizing Fine-grained Visual Recognition with Large Language Models

Democratizing Fine-grained Visual Recognition with Large Language Models

Mingxuan Liu, Subhankar Roy, Wenjing Li, Zhun Zhong, Nicu Sebe, Elisa Ricci

ICPR

2024 2 papers
Conditioned Prompt-Optimization for Continual Deepfake Detection

Conditioned Prompt-Optimization for Continual Deepfake Detection

Text-Enhanced Zero-Shot Action Recognition: A training-free approach

Text-Enhanced Zero-Shot Action Recognition: A training-free approach