Talk
Maxim Berman and Matthew Blaschko: Efficient optimization for probably submodular constraints in CRFs
Fabrizio Costa and Stefan Mautner: A constructive approach for graph concepts with long range dependencies
Paolo Dragone, Luca Erculiani, Maria Teresa Chietera, Stefano Teso and Andrea Passerini: Constructive Layout Synthesis via Coactive Learning
Tian Qi Chen and Mark Schmidt: Fast Patch-based Style Transfer of Arbitrary Style
Mehdi Cherti, Balázs Kégl and Akin Kazakci: Out-of-class novelty generation: an experimental foundation
Rafael Gomez-Bombarelli, David Duvenaud, Jose Miguel Hernandez-Lobato, Timothy Hirzel, Jorge Aguilera-Iparraguirre, Ryan Adams and Alan Aspuru-Guzik: Automatic Chemical Design using Variational Autoencoders
Posters
- Sephora Madjiheurem, Lizhen Qu and Christian Walder: Chord2Vec: Learning Musical Chord Embeddings
- Memo Akten and Mick Grierson: Collaborative creativity with Monte-Carlo Tree Search and Convolutional Neural Networks
- Jasmina Smailović, Martin Žnidaršič, Nada Lavrač, Senja Pollak and Janez Kranjc: Modelling human appreciation of machine generated What-if ideas
- Tetsuro Kitahara and Yuichi Tsuchiya: A Machine Learning Approach to Support Music Creation by Musically Untrained People
- Olof Mogren: C-RNN-GAN: Generative adversarial training of sequence models with continuous data
- Xuezhou Zhang, Hrag G. Ohannessian, Ayon Sen, Scott Alfeld and Xiaojin Zhu: Optimal Teaching for Online Perceptrons
- Bowen Xu, David Acuña and David Duvenaud: Generating Class-conditional Images with Gradient-based Inference