Research

Publications

Papers published at top conferences and journals.

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 3 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

StyLIP: Multi-Scale Style-Conditioned Prompt Learning for CLIP-based Domain Generalization

StyLIP: Multi-Scale Style-Conditioned Prompt Learning for CLIP-based Domain Generalization

Shirsha Bose, Ankit Jha, Enrico Fini, Mainak Singha, Elisa Ricci, Biplab Banerjee
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