Towards Reverse-Engineering Black-Box Neural Networks. Multiple Source Domain Adaptation with Adversarial Training of Neural Networks. A deep generative model for gene expression profiles from single-cell RNA sequencing. MAG: A Multilingual, Knowledge-base Agnostic and Deterministic Entity Linking Approach. PACRR: A Position-Aware Neural IR Model f …

Self-Supervised Visual Planning with Temporal Skip Connections. Learning Multimodal Transition Dynamics for Model-Based Reinforcement Learning. f-GANs in an Information Geometric Nutshell. A signature-based machine learning model for bipolar disorder and borderline personality disorder. Learning a Hierarchical Latent-Variable Model of 3D Shapes. Ch …

Sequence to Sequence Learning for Event Prediction. Solving differential equations with unknown constitutive relations as recurrent neural networks. Structured Black Box Variational Inference for Latent Time Series Models. Single-trial P300 Classification using PCA with LDA, QDA and Neural Networks. Rotational Subgroup Voting and Pose Clustering fo …