Sergio Escalera
- Auteur
Hugo Jair Escalante
Boeken van Sergio Escalera
Hugo Jair Escalante
Sergio Escalera
Isabelle Guyon
Xavier Baró
Ya?mur Güçlütürk
Umut Güçlü
Marcel van Gerven
Explainable and Interpretable Models in Computer Vision and Machine Learning
This book compiles leading research on the development of explainable and interpretable machine learning methods in the context of computer vision and machine learning.
Meer
Sergio Escalera
Xavier Baró
Oriol Pujol
Jordi Vitrià
Petia Radeva
Traffic-Sign Recognition Systems
This work presents a full generic approach to the detection and recognition of traffic signs. The approach is based on the latest computer vision methods for object detection, and on powerful methods for multiclass classification.
Meer
Sergio Escalera
Jun Wan
Xavier Baro
Stephane Ayache
Umut Guclu
Meysam Madadi
Umut Güçlü
Xavier Baró
Inpainting and Denoising Challenges
The problem of dealing with missing or incomplete data in machine learning and computer vision arises in many applications. Recent strategies make use of generative models to impute missing or corrupted data.
Meer
Ralf Herbrich
Sergio Escalera
The NeurIPS '18 Competition
This volume presents the results of the Neural Information Processing Systems Competition track at the 2018 NeurIPS conference. The competition follows the same format as the 2017 competition track for NIPS.
Meer
Sergio Escalera
Markus Weimer
The NIPS '17 Competition: Building Intelligent Systems
This book summarizes the organized competitions held during the first NIPS competition track. It provides both theory and applications of hot topics in machine learning, such as adversarial learning, conversational intelligence, and deep reinforcement learning.
Meer