Learning local feature descriptors with triplets and shallow convolutional neural networks. - Vassileios Balntas; Edgar Riba; Daniel Ponsa; Krystian Mikolajczyk (BMVC, 2016)

Key.Net: Keypoint Detection by Handcrafted and Learned CNN Filters. - Axel Barroso Laguna; Edgar Riba; Daniel Ponsa; Krystian Mikolajczyk (ICCV, 2019)

Kornia: an Open Source Differentiable Computer Vision Library for PyTorch. - Edgar Riba; Dmytro Mishkin; Daniel Ponsa; Ethan Rublee; Gary R. Bradski (WACV, 2020)

Dense Extreme Inception Network: Towards a Robust CNN Model for Edge Detection. - Xavier Soria 001; Edgar Riba; Ángel D. Sappa (WACV, 2020)

A survey on Kornia: an Open Source Differentiable Computer Vision Library for PyTorch. - Edgar Riba; Dmytro Mishkin; J. Shi; Daniel Ponsa; Francesc Moreno-Noguer; Gary R. Bradski (CoRR, 2020)

Differentiable Data Augmentation with Kornia. - Jian Shi; Edgar Riba; Dmytro Mishkin; Francesc Moreno; Anguelos Nicolaou (CoRR, 2020)

Geometric Computer Vision Techniques for Scene Reconstruction. - Edgar Riba (2021)

TorMentor: Deterministic dynamic-path, data augmentations with fractals. - Anguelos Nicolaou; Vincent Christlein; Edgar Riba; Jian Shi; Georg Vogeler; Mathias Seuret (CVPR Workshops, 2022)

Kornia-rs: A Low-Level 3D Computer Vision Library In Rust. - Edgar Riba; Jian Shi; Aditya Kumar; Andrew Shen; Gary R. Bradski (CoRR, 2025)