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Adam R. Kosiorek

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Laser: Latent Set Representations for 3D Generative Modeling

Jan 13, 2023
Pol Moreno, Adam R. Kosiorek, Heiko Strathmann, Daniel Zoran, Rosalia G. Schneider, Björn Winckler, Larisa Markeeva, Théophane Weber, Danilo J. Rezende

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Adversarial Masking for Self-Supervised Learning

Jan 31, 2022
Yuge Shi, N. Siddharth, Philip H. S. Torr, Adam R. Kosiorek

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Decomposing 3D Scenes into Objects via Unsupervised Volume Segmentation

Apr 02, 2021
Karl Stelzner, Kristian Kersting, Adam R. Kosiorek

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NeRF-VAE: A Geometry Aware 3D Scene Generative Model

Apr 01, 2021
Adam R. Kosiorek, Heiko Strathmann, Daniel Zoran, Pol Moreno, Rosalia Schneider, Soňa Mokrá, Danilo J. Rezende

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MetaFun: Meta-Learning with Iterative Functional Updates

Dec 05, 2019
Jin Xu, Jean-Francois Ton, Hyunjik Kim, Adam R. Kosiorek, Yee Whye Teh

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End-to-end Recurrent Multi-Object Tracking and Trajectory Prediction with Relational Reasoning

Aug 09, 2019
Fabian B. Fuchs, Adam R. Kosiorek, Li Sun, Oiwi Parker Jones, Ingmar Posner

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GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations

Jul 30, 2019
Martin Engelcke, Adam R. Kosiorek, Oiwi Parker Jones, Ingmar Posner

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Stacked Capsule Autoencoders

Jun 17, 2019
Adam R. Kosiorek, Sara Sabour, Yee Whye Teh, Geoffrey E. Hinton

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Set Transformer

Oct 01, 2018
Juho Lee, Yoonho Lee, Jungtaek Kim, Adam R. Kosiorek, Seungjin Choi, Yee Whye Teh

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