Alexander Lerchner
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
9
Venues
4
Active years
2017–2025
Best venue rank
A*
Where they publish
Papers
9 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICCV | LayerLock: Non-Collapsing Representation Learning with Progressive Freezing. | Goker Erdogan, Nikhil Parthasarathy, Catalin Ionescu, Drew A. Hudson, Alexander Lerchner, Andrew Zisserman, Mehdi S. M. Sajjadi, Joo Carreira |
| 2024 | CVPR | SODA: Bottleneck Diffusion Models for Representation Learning. | Drew A. Hudson, Daniel Zoran, Mateusz Malinowski, Andrew K. Lampinen, Andrew Jaegle, James L. McClelland, Loic Matthey, Felix Hill, Alexander Lerchner |
| 2024 | ICML | Leveraging VLM-Based Pipelines to Annotate 3D Objects. | Rishabh Kabra, Loic Matthey, Alexander Lerchner, Niloy J. Mitra |
| 2021 | ICCV | PARTS: Unsupervised segmentation with slots, attention and independence maximization. | Daniel Zoran, Rishabh Kabra, Alexander Lerchner, Danilo J. Rezende |
| 2020 | ICLR | Unsupervised Model Selection for Variational Disentangled Representation Learning. | Sunny Duan, Loic Matthey, Andre Saraiva, Nick Watters, Chris Burgess, Alexander Lerchner, Irina Higgins |
| 2019 | ICML | Multi-Object Representation Learning with Iterative Variational Inference. | Klaus Greff, Raphal Lopez Kaufman, Rishabh Kabra, Nick Watters, Chris Burgess, Daniel Zoran, Loic Matthey, Matthew M. Botvinick, Alexander Lerchner |
| 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 |