An overview of gradient descent optimization algorithms. Imbalanced-learn: A Python Toolbox to Tackle the Curse of Imbalanced Datasets in Machine Learning. Convolutional Sketch Inversion. GuessWhat?! Visual object discovery through multi-modal dialogue. VIBIKNet: Visual Bidirectional Kernelized Network for Visual Question Answering. Dialogue Learni …

Early Visual Concept Learning with Unsupervised Deep Learning. Image-to-Image Translation with Conditional Adversarial Networks. Towards Evaluating the Robustness of Neural Networks. Learning to reinforcement learn. Random Walk Models of Network Formation and Sequential Monte Carlo Methods for Graphs. SoundNet: Learning Sound Representations from U …