Adam R. Kosiorek

26 papers A* 8A 2Journal 15Unranked 1

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Laser: Latent Set Representations for 3D Generative Modeling. CoRR Pol Moreno, Adam R. Kosiorek, Heiko Strathmann, Daniel Zoran, Rosália G. Schneider, Björn Winckler, Larisa Markeeva, Théophane Weber, Danilo J. Rezende
2022	A*	`conf`	Adversarial Masking for Self-Supervised Learning. ICML Yuge Shi, N. Siddharth, Philip H. S. Torr, Adam R. Kosiorek
2022	J	`jnl`	Adversarial Masking for Self-Supervised Learning. CoRR Yuge Shi, N. Siddharth, Philip H. S. Torr, Adam R. Kosiorek
2021	J	`jnl`	Decomposing 3D Scenes into Objects via Unsupervised Volume Segmentation. CoRR Karl Stelzner, Kristian Kersting, Adam R. Kosiorek
2021	A*	`conf`	NeRF-VAE: A Geometry Aware 3D Scene Generative Model. ICML Adam R. Kosiorek, Heiko Strathmann, Daniel Zoran, Pol Moreno, Rosalia Schneider, Sona Mokrá, Danilo Jimenez Rezende
2021	J	`jnl`	NeRF-VAE: A Geometry Aware 3D Scene Generative Model. CoRR Adam R. Kosiorek, Heiko Strathmann, Daniel Zoran, Pol Moreno, Rosalia Schneider, Sona Mokrá, Danilo J. Rezende
2020	J	`jnl`	Conditional Set Generation with Transformers. CoRR Adam R. Kosiorek, Hyunjik Kim, Danilo J. Rezende
2020	A*	`conf`	GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations. ICLR Martin Engelcke, Adam R. Kosiorek, Oiwi Parker Jones, Ingmar Posner
2020	A*	`conf`	MetaFun: Meta-Learning with Iterative Functional Updates. ICML Jin Xu, Jean-Francois Ton, Hyunjik Kim, Adam R. Kosiorek, Yee Whye Teh
2019	J	`jnl`	End-to-end Recurrent Multi-Object Tracking and Trajectory Prediction with Relational Reasoning. CoRR Fabian B. Fuchs, Adam R. Kosiorek, Li Sun, Oiwi Parker Jones, Ingmar Posner
2019	J	`jnl`	GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations. CoRR Martin Engelcke, Adam R. Kosiorek, Oiwi Parker Jones, Ingmar Posner
2019	J	`jnl`	MetaFun: Meta-Learning with Iterative Functional Updates. CoRR Jin Xu, Jean-Francois Ton, Hyunjik Kim, Adam R. Kosiorek, Yee Whye Teh
2019	A	`conf`	Revisiting Reweighted Wake-Sleep for Models with Stochastic Control Flow. UAI Tuan Anh Le, Adam R. Kosiorek, N. Siddharth, Yee Whye Teh, Frank Wood
2019	A	`conf`	Scrutinizing and De-Biasing Intuitive Physics with Neural Stethoscopes. BMVC Fabian B. Fuchs, Oliver Groth, Adam R. Kosiorek, Alex Bewley, Markus Wulfmeier, Andrea Vedaldi, Ingmar Posner
2019	A*	`conf`	Set Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks. ICML Juho Lee, Yoonho Lee, Jungtaek Kim, Adam R. Kosiorek, Seungjin Choi, Yee Whye Teh
2019	A*	`conf`	Stacked Capsule Autoencoders. NeurIPS Adam R. Kosiorek, Sara Sabour, Yee Whye Teh, Geoffrey E. Hinton
2019	J	`jnl`	Stacked Capsule Autoencoders. CoRR Adam R. Kosiorek, Sara Sabour, Yee Whye Teh, Geoffrey E. Hinton
2018	J	`jnl`	Neural Stethoscopes: Unifying Analytic, Auxiliary and Adversarial Network Probing. CoRR Fabian B. Fuchs, Oliver Groth, Adam R. Kosiorek, Alex Bewley, Markus Wulfmeier, Andrea Vedaldi, Ingmar Posner
2018	J	`jnl`	Revisiting Reweighted Wake-Sleep. CoRR Tuan Anh Le, Adam R. Kosiorek, N. Siddharth, Yee Whye Teh, Frank Wood
2018	A*	`conf`	Sequential Attend, Infer, Repeat: Generative Modelling of Moving Objects. NeurIPS Adam R. Kosiorek, Hyunjik Kim, Yee Whye Teh, Ingmar Posner
2018	J	`jnl`	Sequential Attend, Infer, Repeat: Generative Modelling of Moving Objects. CoRR Adam R. Kosiorek, Hyunjik Kim, Ingmar Posner, Yee Whye Teh
2018	J	`jnl`	Set Transformer. CoRR Juho Lee, Yoonho Lee, Jungtaek Kim, Adam R. Kosiorek, Seungjin Choi, Yee Whye Teh
2018	A*	`conf`	Tighter Variational Bounds are Not Necessarily Better. ICML Tom Rainforth, Adam R. Kosiorek, Tuan Anh Le, Chris J. Maddison, Maximilian Igl, Frank Wood, Yee Whye Teh
2018	J	`jnl`	Tighter Variational Bounds are Not Necessarily Better. CoRR Tom Rainforth, Adam R. Kosiorek, Tuan Anh Le, Chris J. Maddison, Maximilian Igl, Frank Wood, Yee Whye Teh
2017	—	`conf`	Hierarchical Attentive Recurrent Tracking. NIPS Adam R. Kosiorek, Alex Bewley, Ingmar Posner
2017	J	`jnl`	Hierarchical Attentive Recurrent Tracking. CoRR Adam R. Kosiorek, Alex Bewley, Ingmar Posner