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Neural Information Extraction from Semi-structured Documents

Robust Handwritten Text Recognition in Scarce Labeling Scenarios: Disentanglement, Adaptation and Generation

Lifelong Learning of Neural Networks: Detecting Novelty and Adapting to New Domains without Forgetting

Texture analysis for robust reading systems

Mapping between Images and Conceptual Spaces: Sketch-based Image Retrieval

Exploiting the Interplay between Visual and Textual Data for Scene Interpretation

Distilling Structure from Imagery: Graph-based Models for the Interpretation of Document Images

Transferring and Learning Representations for Image Generation and Translation

Visual recognition in the wild: learning from rankings in small domains and continual learning in new domains

Towards End-to-End Networks for Visual Tracking in RGB and TIR Videos

Analysis of background textures in banknotes and identity documents for counterfeit detection

Semantic Representation: From Color to Deep Embeddings

An Endoscopic Navigation System for Lung Cancer Biopsy

Single Sensor Multi-Spectral Imaging

Understanding Eye Movements: Psychophysics and a Model of Primary Visual Cortex

Information Extraction from Heterogeneous Handwritten Documents

Behavior understanding of vulnerable road users by 2D pose estimation

On Building End-to-End Driving Models Through Imitation Learning

Understanding color vision: from psychophysics to computational modeling

Towards Robust Neural Models for Fine-Grained Image Recognition