Research

Publications

Papers published at top conferences and journals.

CVPR 2025 6 papers
Can Text-to-Video Generation help Video-Language Alignment?

Can Text-to-Video Generation help Video-Language Alignment?

Luca Zanella, Massimiliano Mancini, Willi Menapace, Sergey Tulyakov, Yiming Wang, Elisa Ricci
Classifier-to-Bias: Toward Unsupervised Automatic Bias Detection for Visual Classifiers

Classifier-to-Bias: Toward Unsupervised Automatic Bias Detection for Visual Classifiers

Compositional Caching for Training-free Open-vocabulary Attribute Detection
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Compositional Caching for Training-free Open-vocabulary Attribute Detection

Multi-focal Conditioned Latent Diffusion for Person Image Synthesis

Multi-focal Conditioned Latent Diffusion for Person Image Synthesis

Jiaqi Liu, Jichao Zhang, Paolo Rota, Nicu Sebe
Not Only Text: Exploring Compositionality of Visual Representations  in Vision-Language Models
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Not Only Text: Exploring Compositionality of Visual Representations in Vision-Language Models

Seeing the abstract: Translating the abstract language for vision language models

Seeing the abstract: Translating the abstract language for vision language models

Davide Talon, Federico Girella, Ziyue Liu, Marco Cristani, Yiming Wang

WACV

2025 3 papers
3D Part Segmentation via Geometric Aggregation of 2D Visual Features

3D Part Segmentation via Geometric Aggregation of 2D Visual Features

Marco Garosi, Riccardo Tedoldi, Davide Boscaini, Massimiliano Mancini, Nicu Sebe, Fabio Poiesi
Face Anonymization Made Simple

Face Anonymization Made Simple

Hanwei Kung, Tuomas Varanka, Sanjay Saha, Terence Sim, Nicu Sebe
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One vlm to keep it learning: Generation and balancing for data-free continual visual question answering

One vlm to keep it learning: Generation and balancing for data-free continual visual question answering

CVIU

2025 1 paper
Collaborative Neural Painting

Collaborative Neural Painting

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

IEEE PAMI

2025 9 papers

Anti-Forgetting Adaptation for Unsupervised Person Re-Identification

Hao Chen, Francois Bremond, Nicu Sebe, Shiliang Zhang

Diff9D: Diffusion-Based Domain-Generalized Category-Level 9-DoF Object Pose Estimation

Jian Liu, Wei Sun, Hui Yang, Pengchao Deng, Chongpei Liu, Nicu Sebe, Hossein Rahmani, Ajmal Mian

Enhanced Multi-Scale Cross-Attention for Person Image Generation

Hao Tang, Ling Shao, Nicu Sebe, Luc Van Gool

GradBias: Unveiling Word Influence on Bias in Text-to-Image Generative Models

Moreno D’Incà, Elia Peruzzo, Massimiliano Mancini, Xingqian Xu, Humphrey Shi, Nicu Sebe

RankFeat & RankWeight: Rank-1 Feature/Weight Removal for Out-of-Distribution Detection

Reliable Few-Shot Learning Under Dual Noises

Ji Zhang, Jingkuan Song, Lianli Gao, Nicu Sebe, Heng Tao Shen

SeCoV2: Semantic Connectivity-Driven Pseudo-Labeling for Robust Cross-Domain Semantic Segmentation

Dong Zhao, Qi Zang, Nan Pu, Shuang Wang, Nicu Sebe, Zhun Zhong

Spatial-Temporal Graph Mamba for Music-Guided Dance Video Synthesis

Hao Tang, Ling Shao, Zhenyu Zhang, Luc Van Gool, Nicu Sebe

T2TD: Text-3D Generation Model Based on Prior Knowledge Guidance

Weizhi Nie, Ruidong Chen, Weijie Wang, Bruno Lepri, Nicu Sebe

IJCV

2025 2 papers

Learning Rate Curriculum

Florinel-Alin Croitoru, Nicolae-Cătălin Ristea, Radu Tudor Ionescu, Nicu Sebe

Masked Image Modeling: A Survey

Vlad Hondru, Florinel Alin Croitoru, Shervin Minaee, Radu Tudor Ionescu, Nicu Sebe