2 papers
cs.CV2026
Extending Foundational Monocular Depth Estimators to Fisheye Cameras with Calibration Tokens
Rit Gangopadhyay, Jung-Hee Kim, Xien Chen +3
We propose a method to extend foundational monocular depth estimators (FMDEs), trained on perspective images, to fisheye images. Despite being trained on tens of millions of images…
cs.CV2025
UnCLe: Benchmarking Unsupervised Continual Learning for Depth Completion
Xien Chen, Rit Gangopadhyay, Michael Chu +3
We propose UnCLe, the first standardized benchmark for Unsupervised Continual Learning of a multimodal 3D reconstruction task: Depth completion aims to infer a dense depth map from…