22 citations · 28 across the 2 of their papers we have counts for
2 papers
cs.CV2023★ 22 cited
Convolutional Neural Networks Rarely Learn Shape for Semantic Segmentation
Yixin Zhang, Maciej A. Mazurowski
Shape learning, or the ability to leverage shape information, could be a desirable property of convolutional neural networks (CNNs) when target objects have specific shapes. While…
cs.CV2021★ 6 cited
Probabilistic Contrastive Learning for Domain Adaptation
Junjie Li, Yixin Zhang, Zilei Wang +3
Contrastive learning has shown impressive success in enhancing feature discriminability for various visual tasks in a self-supervised manner, but the standard contrastive paradigm…