Thinking Outside the Box: Generation of Unconstrained 3D Room Layouts. Unsupervised Representation Learning by Discovering Reliable Image Relations. Leveraging Knowledge Bases in LSTMs for Improving Machine Reading. Face Behavior à la carte: Expressions, Affect and Action Units in a Single Network. eSports Pro-Players Behavior During the Game Event …

Towards AutoML in the presence of Drift: first results. The Deep Learning Revolution and Its Implications for Computer Architecture and Chip Design. SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization. Learning Efficient Multi-agent Communication: An Information Bottleneck Approach. EDUCE: Explaining model Decisions through …

Non-discriminative data or weak model? On the relative importance of data and model resolution. Implicit Generative Modeling for Efficient Exploration. All SMILES Variational Autoencoder. DeepCheck: A Non-intrusive Control-flow Integrity Checking based on Deep Learning. GPT-based Generation for Classical Chinese Poetry. Histogram Transform Ensemble …