Research
Publications
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- Date
- Title
- Learning from One Continuous Video Stream
- Authors
- Joao Carreira, Michael King, Viorica Patraucean, Dilara Gokay, Catalin Ionescu, Yi Yang, Daniel Zoran, Joseph Heyward, Carl Doersch, Yusuf Aytar, Dima Damen, Andrew Zisserman
- Venue
- CVPR 2024
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- Date
- Title
- Long-form factuality in large language models
- Authors
- Jerry Wei, Chengrun Yang, Xinying Song, Yifeng Lu, Nathan Hu, Jie Huang, Dustin Tran, Daiyi Peng, Ruibo Liu, Da Huang, Cosmo Du, Quoc V. Le
- Venue
- arXiv
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- Date
- Title
- Few-Shot Recalibration of Language Models
- Authors
- Xiang Lisa Li, Urvashi Khandelwal, Kelvin Guu
- Venue
- arXiv
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- Date
- Title
- Evaluating Frontier Models for Dangerous Capabilities
- Authors
- Mary Phuong, Matthew Aitchison, Elliot Catt, Scogan (Sarah Cogan), Heidi Howard, Alex Kaskasoli, Victoria Krakovna, David Lindner, Matthew Rahtz, Yannis Assael, Maria Abi Raad, Tom Lieberum, Sebastian Farquhar, gdelt , Anian Ruoss, Marcus Hutter, Rohin Shah, Allan Dafoe, Toby Shevlane, Sarah Hodkinson, Sharon Lin, Albert Webson, Lewis Ho, Seliem El-Sayed, Sasha Brown
- Venue
- arXiv
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- Date
- Title
- DiPaCo: Distributed Path Composition
- Authors
- Arthur Douillard, Qixuan Feng, Andrei A. Rusu, Adhiguna Kuncoro , Yani Donchev , Rachita Chhaparia , Ionel Gog , Marc’Aurelio Ranzato, Jiajun Shen, Arthur Szlam
- Venue
- arXiv
-
- Date
- Title
- Model-free Posterior Sampling via Learning Rate Randomization
- Authors
- Daniil Tiapkin*, Denis Belomestny*, Daniele Calandriello, Éric Moulines*, Rémi Munos, Alexey Naumov*, Pierre Perrault*, Michal Valko, Pierre Ménard*
- Venue
- NeurIPS 2023
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- Date
- Title
- Robust Exploration via Clustering-based Density Estimation
- Authors
- Alaa Saade, Steven Kapturowski, Daniele Calandriello, Charles Blundell, Pablo Sprechmann, Leopoldo Sarra*, Oliver Groth, Bilal Piot, Michal Valko
- Venue
- ICLR 2024
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- Date
- Title
- Prosody for Intuitive Robotic Interface Design: It's Not What You Said, It's How You Said It
- Authors
- Ellie Sanoubari, Atil Iscen, Leila Takayama, Stefano Saliceti, Corbin Cunningham, Ken Caluwaerts
- Venue
- HRI 2024 Workshop
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- Date
- Title
- Understanding Learning from Human Preferences
- Authors
- Mohammad Gheshlaghi Azar, Mark Rowland, Bilal Piot, Zhaohan Daniel Guo, Daniele Calandriello, Michal Valko, Rémi Munos
- Venue
- (deprecated) AISTATS2024
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- Date
- Title
- Demonstration-Regularized RL
- Authors
- Daniil Tiapkin*, Denis Belomestny*, Daniele Calandriello, Éric Moulines*, Alexey Naumov*, Pierre Perrault*, Michal Valko, Pierre Ménard*
- Venue
- ICLR 2024
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- Date
- Title
- AtP*: Efficient and scalable methods for localizing LLM behaviour to components
- Authors
- János Kramár, Tom Lieberum, Neel Nanda, Rohin Shah
- Venue
- arXiv
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- Date
- Title
- How aligned are different alignment metrics?
- Authors
- Jannis Ahlert, Thomas Klein, Felix A. Wichmann, Robert Geirhos
- Venue
- ICLR Workshop 2024
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- Date
- Title
- Approximating the Core of Cooperative Games
- Authors
- Ian Gemp, Marc Lanctot, Luke Marris, Yiran Mao, Edgar Duéñez-Guzmán, Sarah Perrin, Andras Gyorgy, Romuald Elie, Georgios Piliouras, Michael Kaisers, Daniel Hennes, Kalesha Bullard, Kate Larson, Yoram Bachrach
- Venue
- AAMAS 2024
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- Date
- Title
- Towards Practical Reinforcement Learning for Tokamak Magnetic Control
- Authors
- Brendan Tracey, Andrea Michi, Yuri Chervonyi, Ian Davies, Cosmin Paduraru, Nevena Lazic, Federico Felici*, Timo Ewalds, Craig Donner, Cristian Galperti*, Jonas Buchli, Michael Neunert, Andrea Huber, Jonathan Evens, Paula Kurylowicz, Daniel J. Mankowitz, Martin Riedmiller
- Venue
- Fusion Engineering and Design
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- Date
- Title
- Self-supervised video pretraining yields strong image representations
- Authors
- Nikhil Parthasarathy, Ali Eslami, Joao Carreira, Olivier Henaff
- Venue
- NeurIPS 2023
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- Date
- Title
- Bad Students Make Great Teachers: Active Learning Accelerates Large Scale Visual Understanding
- Authors
- Talfan Evans, Shreya Pathak, Ryutaro Tanno, Hamza Merzic, Olivier Henaff
- Venue
- arXiv
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- Date
- Title
- Set Learning for Accurate and Calibrated Models
- Authors
- Lukas Muttenthaler, Robert Vandermeulen, Richard Zhang, Thomas Unterthiner, Klaus-Robert Mueller
- Venue
- ICLR 2024
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- Date
- Title
- A density estimation perspective on learning from pairwise human preferences
- Authors
- Vincent Dumoulin, Daniel Johnson, Pablo Castro Rivadeneira, Hugo Larochelle, Yann Dauphin
- Venue
- Transactions on Machine Learning Research (TMLR)
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- Date
- Title
- Intriguing Properties of Generative Classifers
- Authors
- Priyank Jaini, kevclark , Robert Geirhos
- Venue
- ICLR 2024
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- Date
- Title
- Frozen Feature Augmentation
- Authors
- Andreas Bär*, Manoj Kumar, Neil Houlsby, Mostafa Dehghani
- Venue
- CVPR 2024