3 papers
cs.CV2026
Glass Segmentation with Fusion of Learned and General Visual Features
Risto Ojala, Tristan Ellison, Mo Chen
Glass surface segmentation from RGB images is a challenging task, with a number of applications in robotics and scene understanding. As glass lacks coherent visual characteristics,…
cs.CV2025
Self-Supervised Masked Autoencoders with Dense-Unet for Coronary Calcium Removal in limited CT Data
Mo Chen
Coronary calcification creates blooming artifacts in Computed Tomography Angiography (CTA), severely hampering the diagnosis of lumen stenosis. While Deep Convolutional Neural Netw…
cs.LG2025
Preserving Plasticity in Continual Learning with Adaptive Linearity Injection
Seyed Roozbeh Razavi Rohani, Khashayar Khajavi, Wesley Chung +2
Loss of plasticity in deep neural networks is the gradual reduction in a model's capacity to incrementally learn and has been identified as a key obstacle to learning in non-statio…