Our Publications

Selected work

WACV

2024

Improving Fairness using Vision-Language Driven Image Augmentation

Improving Fairness using Vision-Language Driven Image Augmentation

Moreno D'inca', Christos Tzelepis, Ioannis Patras, Niculae Sebe
SpectralCLIP: Preventing Artifacts in Text-Guided Style Transfer from a Spectral Perspective

SpectralCLIP: Preventing Artifacts in Text-Guided Style Transfer from a Spectral Perspective

ACM MM

2023

FedVQA: Personalized Federated Visual Question Answering over Heterogeneous Scenes

FedVQA: Personalized Federated Visual Question Answering over Heterogeneous Scenes

Mingrui Lao, Nan Pu, Zhun Zhong, Niculae Sebe, Michael S. Lew
Multi-Domain Lifelong Visual Question Answering via Self-Critical Distillation

Multi-Domain Lifelong Visual Question Answering via Self-Critical Distillation

Mingrui Lao, Nan Pu, Yu Liu, Zhun Zhong, Erwin M. Bakker, Niculae Sebe, Michael S. Lew

CVPR

2023

Attribute-preserving Face Dataset Anonymization via Latent Code Optimization

Attribute-preserving Face Dataset Anonymization via Latent Code Optimization

Simone Barattin, Christos Tzelepis, Ioannis Patras, Niculae Sebe
AutoLabel: CLIP-based framework for Open-set Video Domain Adaptation

AutoLabel: CLIP-based framework for Open-set Video Domain Adaptation

Dynamic Conceptional Contrastive Learning for Generalized Category Discovery

Dynamic Conceptional Contrastive Learning for Generalized Category Discovery

Nan Pu, Zhun Zhong, Niculae Sebe
Dynamically Instance-Guided Adaptation: A Backward-Free Approach for Test-Time Domain Adaptive Semantic Segmentation

Dynamically Instance-Guided Adaptation: A Backward-Free Approach for Test-Time Domain Adaptive Semantic Segmentation

Wei Wang, Zhun Zhong, Xi Chen, Charles Ling, Boyu Wang, Niculae Sebe