2 papers
cs.LG2026
Understanding Imbalanced Forgetting in Rehearsal-Based Class-Incremental Learning
Alberto Tamajo, Srinandan Dasmahapatra, Rahman Attar
Neural networks suffer from catastrophic forgetting in class-incremental learning (CIL) settings. Rehearsal$\unicode{x2013}$replaying a subset of past samples$\unicode{x2013}$is a…
cs.CV2025
XAttn-BMD: Multimodal Deep Learning with Cross-Attention for Femoral Neck Bone Mineral Density Estimation
Yilin Zhang, Leo D. Westbury, Elaine M. Dennison +3
Poor bone health is a significant public health concern, and low bone mineral density (BMD) leads to an increased fracture risk, a key feature of osteoporosis. We present XAttn-BMD…