3 papers
cs.CV2026
Mask-aware inference with State-Space Models
Ignasi Mas, Ramon Morros, Javier-Ruiz Hidalgo +1
Many real-world computer vision tasks, such as depth completion, must handle inputs with arbitrarily shaped regions of missing or invalid data. For Convolutional Neural Networks (C…
cs.CV2025
2D Representation for Unguided Single-View 3D Super-Resolution in Real-Time
Ignasi Mas, Ivan Huerta, Ramon Morros +1
We introduce 2Dto3D-SR, a versatile framework for real-time single-view 3D super-resolution that eliminates the need for high-resolution RGB guidance. Our framework encodes 3D data…
cs.LG2019
Picking groups instead of samples: A close look at Static Pool-based Meta-Active Learning
Ignasi Mas, Josep Ramon Morros, Veronica Vilaplana
Active Learning techniques are used to tackle learning problems where obtaining training labels is costly. In this work we use Meta-Active Learning to learn to select a subset of s…