Irina Higgins
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
8
Venues
3
Active years
2017–2023
Best venue rank
A*
Where they publish
Papers
8 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2023 | ICLR | Selection-Inference: Exploiting Large Language Models for Interpretable Logical Reasoning. | Antonia Creswell, Murray Shanahan, Irina Higgins |
| 2021 | ICLR | Representation learning for improved interpretability and classification accuracy of clinical factors from EEG. | Garrett Honke, Irina Higgins, Nina Thigpen, Vladimir Miskovic, Katie Link, Sunny Duan, Pramod Gupta, Julia Klawohn, Greg Hajcak |
| 2021 | ICRA | Representation Matters: Improving Perception and Exploration for Robotics. | Markus Wulfmeier, Arunkumar Byravan, Tim Hertweck, Irina Higgins, Ankush Gupta, Tejas Kulkarni, Malcolm Reynolds, Denis Teplyashin, Roland Hafner, Thomas Lampe, Martin A. Riedmiller |
| 2020 | ICLR | Unsupervised Model Selection for Variational Disentangled Representation Learning. | Sunny Duan, Loic Matthey, Andre Saraiva, Nick Watters, Chris Burgess, Alexander Lerchner, Irina Higgins |
| 2020 | ICLR | Hamiltonian Generative Networks. | Peter Toth, Danilo J. Rezende, Andrew Jaegle, Sbastien Racanire, Aleksandar Botev, Irina Higgins |
| 2018 | ICLR | SCAN: Learning Hierarchical Compositional Visual Concepts. | Irina Higgins, Nicolas Sonnerat, Loic Matthey, Arka Pal, Christopher P. Burgess, Matko Bosnjak, Murray Shanahan, Matthew M. Botvinick, Demis Hassabis, Alexander Lerchner |
| 2017 | ICLR | beta-VAE: Learning Basic Visual Concepts with a Constrained Variational Framework. | Irina Higgins, Loc Matthey, Arka Pal, Christopher P. Burgess, Xavier Glorot, Matthew M. Botvinick, Shakir Mohamed, Alexander Lerchner |
| 2017 | ICML | DARLA: Improving Zero-Shot Transfer in Reinforcement Learning. | Irina Higgins, Arka Pal, Andrei A. Rusu, Loc Matthey, Christopher P. Burgess, Alexander Pritzel, Matthew M. Botvinick, Charles Blundell, Alexander Lerchner |