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2020 – today
- 2023
[i15]Pol Moreno, Adam R. Kosiorek, Heiko Strathmann, Daniel Zoran, Rosália G. Schneider, Björn Winckler, Larisa Markeeva, Théophane Weber, Danilo J. Rezende:
Laser: Latent Set Representations for 3D Generative Modeling. CoRR abs/2301.05747 (2023)- 2022
- [c11]Yuge Shi, N. Siddharth, Philip H. S. Torr, Adam R. Kosiorek:
Adversarial Masking for Self-Supervised Learning. ICML 2022: 20026-20040 - [i14]Yuge Shi, N. Siddharth, Philip H. S. Torr, Adam R. Kosiorek:
Adversarial Masking for Self-Supervised Learning. CoRR abs/2201.13100 (2022) - 2021
- [c10]Adam R. Kosiorek, Heiko Strathmann, Daniel Zoran, Pol Moreno, Rosalia Schneider, Sona Mokrá, Danilo Jimenez Rezende:
NeRF-VAE: A Geometry Aware 3D Scene Generative Model. ICML 2021: 5742-5752 - [i13]Adam R. Kosiorek, Heiko Strathmann, Daniel Zoran, Pol Moreno, Rosalia Schneider, Sona Mokrá, Danilo J. Rezende:
NeRF-VAE: A Geometry Aware 3D Scene Generative Model. CoRR abs/2104.00587 (2021) - [i12]Karl Stelzner, Kristian Kersting, Adam R. Kosiorek:
Decomposing 3D Scenes into Objects via Unsupervised Volume Segmentation. CoRR abs/2104.01148 (2021) - 2020
- [c9]Martin Engelcke, Adam R. Kosiorek, Oiwi Parker Jones, Ingmar Posner:
GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations. ICLR 2020 - [c8]Jin Xu, Jean-Francois Ton, Hyunjik Kim, Adam R. Kosiorek, Yee Whye Teh:
MetaFun: Meta-Learning with Iterative Functional Updates. ICML 2020: 10617-10627 - [i11]Adam R. Kosiorek, Hyunjik Kim, Danilo J. Rezende:
Conditional Set Generation with Transformers. CoRR abs/2006.16841 (2020)
2010 – 2019
- 2019
- [c7]Fabian B. Fuchs, Oliver Groth, Adam R. Kosiorek, Alex Bewley, Markus Wulfmeier, Andrea Vedaldi, Ingmar Posner:
Scrutinizing and De-Biasing Intuitive Physics with Neural Stethoscopes. BMVC 2019: 73 - [c6]Juho Lee, Yoonho Lee, Jungtaek Kim, Adam R. Kosiorek, Seungjin Choi, Yee Whye Teh:
Set Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks. ICML 2019: 3744-3753 - [c5]Adam R. Kosiorek, Sara Sabour, Yee Whye Teh, Geoffrey E. Hinton:
Stacked Capsule Autoencoders. NeurIPS 2019: 15486-15496 - [c4]Tuan Anh Le, Adam R. Kosiorek, N. Siddharth, Yee Whye Teh, Frank Wood:
Revisiting Reweighted Wake-Sleep for Models with Stochastic Control Flow. UAI 2019: 1039-1049 - [i10]Adam R. Kosiorek, Sara Sabour, Yee Whye Teh, Geoffrey E. Hinton:
Stacked Capsule Autoencoders. CoRR abs/1906.06818 (2019) - [i9]Fabian B. Fuchs, Adam R. Kosiorek, Li Sun
, Oiwi Parker Jones, Ingmar Posner:
End-to-end Recurrent Multi-Object Tracking and Trajectory Prediction with Relational Reasoning. CoRR abs/1907.12887 (2019) - [i8]Martin Engelcke, Adam R. Kosiorek, Oiwi Parker Jones, Ingmar Posner:
GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations. CoRR abs/1907.13052 (2019) - [i7]Jin Xu, Jean-Francois Ton, Hyunjik Kim, Adam R. Kosiorek, Yee Whye Teh:
MetaFun: Meta-Learning with Iterative Functional Updates. CoRR abs/1912.02738 (2019) - 2018
- [c3]Tom Rainforth, Adam R. Kosiorek, Tuan Anh Le, Chris J. Maddison, Maximilian Igl, Frank Wood, Yee Whye Teh:
Tighter Variational Bounds are Not Necessarily Better. ICML 2018: 4274-4282 - [c2]Adam R. Kosiorek, Hyunjik Kim, Yee Whye Teh, Ingmar Posner:
Sequential Attend, Infer, Repeat: Generative Modelling of Moving Objects. NeurIPS 2018: 8615-8625 - [i6]Tom Rainforth, Adam R. Kosiorek, Tuan Anh Le, Chris J. Maddison, Maximilian Igl, Frank Wood, Yee Whye Teh:
Tighter Variational Bounds are Not Necessarily Better. CoRR abs/1802.04537 (2018) - [i5]Tuan Anh Le, Adam R. Kosiorek, N. Siddharth, Yee Whye Teh, Frank Wood:
Revisiting Reweighted Wake-Sleep. CoRR abs/1805.10469 (2018) - [i4]Adam R. Kosiorek, Hyunjik Kim, Ingmar Posner, Yee Whye Teh:
Sequential Attend, Infer, Repeat: Generative Modelling of Moving Objects. CoRR abs/1806.01794 (2018) - [i3]Fabian B. Fuchs, Oliver Groth, Adam R. Kosiorek, Alex Bewley, Markus Wulfmeier, Andrea Vedaldi, Ingmar Posner:
Neural Stethoscopes: Unifying Analytic, Auxiliary and Adversarial Network Probing. CoRR abs/1806.05502 (2018) - [i2]Juho Lee, Yoonho Lee, Jungtaek Kim, Adam R. Kosiorek, Seungjin Choi, Yee Whye Teh:
Set Transformer. CoRR abs/1810.00825 (2018) - 2017
- [c1]Adam R. Kosiorek, Alex Bewley, Ingmar Posner:
Hierarchical Attentive Recurrent Tracking. NIPS 2017: 3053-3061 - [i1]Adam R. Kosiorek, Alex Bewley, Ingmar Posner:
Hierarchical Attentive Recurrent Tracking. CoRR abs/1706.09262 (2017)
Coauthor Index
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