33 citations · 140 across the 19 of their papers we have counts for
4 papers · 1 filter
Diversified Ensemble of Independent Sub-Networks for Robust Self-Supervised Representation Learning
Amirhossein Vahidi, Lisa Wimmer, Hüseyin Anil Gündüz +3
Ensembling a neural network is a widely recognized approach to enhance model performance, estimate uncertainty, and improve robustness in deep supervised learning. However, deep en…
A Dual-Perspective Approach to Evaluating Feature Attribution Methods
Yawei Li, Yang Zhang, Kenji Kawaguchi +3
Feature attribution methods attempt to explain neural network predictions by identifying relevant features. However, establishing a cohesive framework for assessing feature attribu…
Efficient Document Embeddings via Self-Contrastive Bregman Divergence Learning
Daniel Saggau, Mina Rezaei, Bernd Bischl +1
Learning quality document embeddings is a fundamental problem in natural language processing (NLP), information retrieval (IR), recommendation systems, and search engines. Despite…
Young Humans Make Change, Young Users Click: Creating Youth-Centered Networked Social Movements
Mina Rezaei, Patsy Eubanks Owens
From the urbanists' perspective, the everyday experience of young people, as an underrepresented group in the design of public spaces, includes tactics they use to challenge the st…