Long-Tail Learning with Rebalanced Contrastive Loss

no code implementations • 4 Dec 2023 • Charika De Alvis, Dishanika Denipitiyage, Suranga Seneviratne

We further demonstrate that the performance of RCL as a standalone loss also achieves state-of-the-art level accuracy.

Contrastive Learning Long-tail Learning

PointCaps: Raw Point Cloud Processing using Capsule Networks with Euclidean Distance Routing

no code implementations • 21 Dec 2021 • Dishanika Denipitiyage, Vinoj Jayasundara, Ranga Rodrigo, Chamira U. S. Edussooriya

We address these limitations in existing capsule network based approaches by proposing PointCaps, a novel convolutional capsule architecture with parameter sharing.

Segmentation