3 papers
cs.CV2025
Universal Neural Architecture Space: Covering ConvNets, Transformers and Everything in Between
Ondřej Týbl, Lukáš Neumann
We introduce Universal Neural Architecture Space (UniNAS), a generic search space for neural architecture search (NAS) which unifies convolutional networks, transformers, and their…
cs.CV2025
Structured Semantic 3D Reconstruction (S23DR) Challenge 2025 -- Winning solution
Jan Skvrna, Lukas Neumann
This paper presents the winning solution for the S23DR Challenge 2025, which involves predicting a house's 3D roof wireframe from a sparse point cloud and semantic segmentations. O…
cs.CV2025
MonoSOWA: Scalable monocular 3D Object detector Without human Annotations
Jan Skvrna, Lukas Neumann
Inferring object 3D position and orientation from a single RGB camera is a foundational task in computer vision with many important applications. Traditionally, 3D object detection…