🏢 UCLouvain
The Selective $G$-Bispectrum and its Inversion: Applications to $G$-Invariant Networks
·2369 words·12 mins·
loading
·
loading
Machine Learning
Deep Learning
🏢 UCLouvain
This paper introduces a selective G-Bispectrum algorithm, slashing the computational complexity from O(|G|^2) to O(|G|), making G-invariant deep learning faster and more scalable.
Boosting Vision-Language Models with Transduction
·2950 words·14 mins·
loading
·
loading
Multimodal Learning
Vision-Language Models
🏢 UCLouvain
TransCLIP significantly boosts vision-language model accuracy by efficiently integrating transduction, a powerful learning paradigm that leverages the structure of unlabeled data.