2 papers
cs.CV2026
SELECT: SELEctive Context Transfer for Class-Incremental Semantic Segmentation
Avi Gupta, Saurabh Yadav, Koteswar Rao Jerripothula +1
Class-Incremental Semantic Segmentation (CISS) is fundamentally challenged by catastrophic forgetting and background shift, where learning new concepts degrades performance on prev…
cs.CV2026
Neighbor-Aware View Synthesis for Restoring Missing Views in Light-Field Camera Arrays
Sakshi Goel, Ayush Goyal, K S Venkatesh +1
In light-field (LF) imaging systems, dense spatial sampling from a camera array enables powerful post-capture capabilities such as refocusing and depth estimation. However, real-wo…