Adam Santoro
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
15
Venues
4
Active years
2016–2022
Best venue rank
A*
Where they publish
Papers
15 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2022 | ICML | A data-driven approach for learning to control computers. | Peter Conway Humphreys, David Raposo, Tobias Pohlen, Gregory Thornton, Rachita Chhaparia, Alistair Muldal, Josh Abramson, Petko Georgiev, Adam Santoro, Timothy P. Lillicrap |
| 2022 | ICML | Tell me why! Explanations support learning relational and causal structure. | Andrew K. Lampinen, Nicholas A. Roy, Ishita Dasgupta, Stephanie C. Y. Chan, Allison C. Tam, James L. McClelland, Chen Yan, Adam Santoro, Neil C. Rabinowitz, Jane X. Wang, Felix Hill |
| 2021 | ICLR | Rapid Task-Solving in Novel Environments. | Samuel Ritter, Ryan Faulkner, Laurent Sartran, Adam Santoro, Matthew M. Botvinick, David Raposo |
| 2020 | CogSci | Cognitive consequences of structured education in a connectionist model of analogical reasoning. | David Barrett, Felix Hill, Adam Santoro, Jay McClelland |
| 2020 | ICLR | Environmental drivers of systematicity and generalization in a situated agent. | Felix Hill, Andrew K. Lampinen, Rosalia Schneider, Stephen Clark, Matthew M. Botvinick, James L. McClelland, Adam Santoro |
| 2020 | ICLR | Automated curriculum generation through setter-solver interactions. | Sbastien Racanire, Andrew K. Lampinen, Adam Santoro, David P. Reichert, Vlad Firoiu, Timothy P. Lillicrap |
| 2019 | ICLR | Hyperbolic Attention Networks. | aglar Glehre, Misha Denil, Mateusz Malinowski, Ali Razavi, Razvan Pascanu, Karl Moritz Hermann, Peter W. Battaglia, Victor Bapst, David Raposo, Adam Santoro, Nando de Freitas |
| 2019 | ICLR | Learning to Make Analogies by Contrasting Abstract Relational Structure. | Felix Hill, Adam Santoro, David G. T. Barrett, Ari S. Morcos, Timothy P. Lillicrap |
| 2019 | ICLR | Deep reinforcement learning with relational inductive biases. | Vincius Flores Zambaldi, David Raposo, Adam Santoro, Victor Bapst, Yujia Li, Igor Babuschkin, Karl Tuyls, David P. Reichert, Timothy P. Lillicrap, Edward Lockhart, Murray Shanahan, Victoria Langston, Razvan Pascanu, Matthew M. Botvinick, Oriol Vinyals, Peter W. Battaglia |
| 2019 | ICML | An Investigation of Model-Free Planning. | Arthur Guez, Mehdi Mirza, Karol Gregor, Rishabh Kabra, Sbastien Racanire, Theophane Weber, David Raposo, Adam Santoro, Laurent Orseau, Tom Eccles, Greg Wayne, David Silver, Timothy P. Lillicrap |
| 2018 | ECCV | Learning Visual Question Answering by Bootstrapping Hard Attention. | Mateusz Malinowski, Carl Doersch, Adam Santoro, Peter W. Battaglia |
| 2018 | ICML | Measuring abstract reasoning in neural networks. | Adam Santoro, Felix Hill, David G. T. Barrett, Ari S. Morcos, Timothy P. Lillicrap |
| 2017 | ICLR | Discovering objects and their relations from entangled scene representations. | David Raposo, Adam Santoro, David G. T. Barrett, Razvan Pascanu, Tim Lillicrap, Peter W. Battaglia |
| 2017 | ICML | Cognitive Psychology for Deep Neural Networks: A Shape Bias Case Study. | Samuel Ritter, David G. T. Barrett, Adam Santoro, Matt M. Botvinick |
| 2016 | ICML | Meta-Learning with Memory-Augmented Neural Networks. | Adam Santoro, Sergey Bartunov, Matthew M. Botvinick, Daan Wierstra, Timothy P. Lillicrap |