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TIP

2024 1 paper
Adaptive Log-Euclidean Metrics for SPD Matrix Learning

Adaptive Log-Euclidean Metrics for SPD Matrix Learning

Ziheng Chen, Yue Song, Tianyang Xu, Zhiwu Huang, Xiao-Jun Wu, Nicu Sebe

TMLR

2024 1 paper
Understanding Sparse Neural Networks from their Topology via Multipartite Graph Representations

Understanding Sparse Neural Networks from their Topology via Multipartite Graph Representations

Elia Cunegatti, Matteo Farina, Doina Bucur, Giovanni Iacca

WACV

2024 2 papers
Improving Fairness using Vision-Language Driven Image Augmentation

Improving Fairness using Vision-Language Driven Image Augmentation

Moreno D'Incà, Christos Tzelepis, Ioannis Patras, Nicu 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 2 papers
FedVQA: Personalized Federated Visual Question Answering over Heterogeneous Scenes

FedVQA: Personalized Federated Visual Question Answering over Heterogeneous Scenes

Mingrui Lao, Nan Pu, Zhun Zhong, Nicu 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, Nicu Sebe, Michael S. Lew

CVPR

2023 7 papers
Attribute-preserving Face Dataset Anonymization via Latent Code Optimization
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Attribute-preserving Face Dataset Anonymization via Latent Code Optimization

Simone Barattin, Christos Tzelepis, Ioannis Patras, Nicu 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, Nicu 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, Nicu Sebe
Masked Jigsaw Puzzle: A Versatile Position Embedding for Vision Transformers

Masked Jigsaw Puzzle: A Versatile Position Embedding for Vision Transformers

Bin Ren*, Yahui Liu*, Yue Song, Wei Bi, Rita Cucchiara, Nicu Sebe, Wei Wang * equal contribution
Novel Class Discovery for 3D Point Cloud Semantic Segmentation

Novel Class Discovery for 3D Point Cloud Semantic Segmentation

Luigi Riz, Cristiano Saltori, Elisa Ricci, Fabio Poiesi
Quantum Multi-Model Fitting
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Quantum Multi-Model Fitting

Matteo Farina, Luca Magri, Willi Menapace, Elisa Ricci, Vladislav Golyanik, Federica Arrigoni