Engelcke, Martin

6 publications

TMLR 2025 Exploring Exploration with Foundation Agents in Interactive Environments Daniel P. Sawyer, Nan Rosemary Ke, Hubert Soyer, Martin Engelcke, John Reid, David P Reichert, Drew A. Hudson, Alexander Lerchner, Danilo Jimenez Rezende, Timothy P Lillicrap, Michael Curtis Mozer, Jane X Wang

JMLR 2022 Universal Approximation of Functions on Sets Edward Wagstaff, Fabian B. Fuchs, Martin Engelcke, Michael A. Osborne, Ingmar Posner

NeurIPS 2021 GENESIS-V2: Inferring Unordered Object Representations Without Iterative Refinement Martin Engelcke, Oiwi Parker Jones, Ingmar Posner

ICLR 2020 GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations Martin Engelcke, Adam R. Kosiorek, Oiwi Parker Jones, Ingmar Posner

NeurIPS 2020 RELATE: Physically Plausible Multi-Object Scene Synthesis Using Structured Latent Spaces Sebastien Ehrhardt, Oliver Groth, Aron Monszpart, Martin Engelcke, Ingmar Posner, Niloy Mitra, Andrea Vedaldi

ICML 2019 On the Limitations of Representing Functions on Sets Edward Wagstaff, Fabian Fuchs, Martin Engelcke, Ingmar Posner, Michael A. Osborne