Object Detection (D2L4 2017 UPC Deep Learning for Computer Vision)

Visual7W Grounded Question Answering in Images

Eva Mohedano, "Investigating EEG for Saliency and Segmentation Applications in Image Processing"

Reinforcement Learning (DLAI D7L2 2017 UPC Deep Learning for Artificial Intelligence)

Diving deep into sentiment: Understanding fine-tuned CNNs for visual sentiment prediction

T-CNN, Object Detection from Video

Transfer Learning and Domain Adaptation (DLAI D5L2 2017 UPC Deep Learning for Artificial Intelligence)

Attention-based Models (DLAI D8L 2017 UPC Deep Learning for Artificial Intelligence)

Deep Generative Models I (DLAI D9L2 2017 UPC Deep Learning for Artificial Intelligence)

Unsupervised Learning (DLAI D9L1 2017 UPC Deep Learning for Artificial Intelligence)

Recurrent Neural Networks for Semantic Instance Segmentation

Deep Generative Models II (DLAI D10L1 2017 UPC Deep Learning for Artificial Intelligence)

Methodology (DLAI D6L2 2017 UPC Deep Learning for Artificial Intelligence)

Optimization (DLAI D4L1 2017 UPC Deep Learning for Artificial Intelligence)

Artificial Intelligence overview

Word Embeddings (D2L4 Deep Learning for Speech and Language UPC 2017)

Convolutional Features for Instance Search