3 citations · 5 across the 2 of their papers we have counts for
4 papers
Semantic Image Synthesis with Semantically Coupled VQ-Model
Stephan Alaniz, Thomas Hummel, Zeynep Akata
Semantic image synthesis enables control over unconditional image generation by allowing guidance on what is being generated. We conditionally synthesize the latent space from a ve…
Modeling Conceptual Understanding in Image Reference Games
Rodolfo Corona, Stephan Alaniz, Zeynep Akata
An agent who interacts with a wide population of other agents needs to be aware that there may be variations in their understanding of the world. Furthermore, the machinery which t…
Learning Decision Trees Recurrently Through Communication
Stephan Alaniz, Diego Marcos, Bernt Schiele +1
Integrated interpretability without sacrificing the prediction accuracy of decision making algorithms has the potential of greatly improving their value to the user. Instead of ass…
Deep Reinforcement Learning with Model Learning and Monte Carlo Tree Search in Minecraft
Stephan Alaniz
Deep reinforcement learning has been successfully applied to several visual-input tasks using model-free methods. In this paper, we propose a model-based approach that combines lea…