Publications

Date: 29 Nov 23 29 November 2023
Title: SODA: Bottleneck Diffusion Models for Representation Learning
Authors: Drew A. Hudson, Daniel Zoran, Mateusz Malinowski, Andrew Lampinen, Drew Jaegle, Jay Mcclelland, Loic Matthey, Felix Hill, Alexander Lerchner
Venue: CVPR 2024

Date: 29 Nov 23 29 November 2023
Title: Universal Self-Consistency with Large Language Models
Authors: Xinyun Chen, Renat Aksitov, Uri Alon, Jie Ren, Kefan Xiao, Pengcheng Yin, Sushant Prakash, Charles Sutton, Xuezhi Wang, Denny Zhou
Venue: arXiv

Date: 29 Nov 23 29 November 2023
Title: Accelerating Neural Field Training via Langevin Monte-Carlo Sampling
Authors: Shakiba Kheradmand, Daniel Rebain, Gopal Sharma, Hossam Isack, Abhishek Kar, Andrea Tagliasacchi, Kwang Moo Yi
Venue: CVPR 2024

Date: 27 Nov 23 27 November 2023
Title: Replay Across Experiments
Authors: Dhruva Tirumala, Thomas Lampe, Jose Enrique Chen, Tuomas Haarnoja, Sandy Huang, Guy Lever, Ben Moran, Tim Hertweck, Leonard Hasenclever, Martin Riedmiller, Nicolas Heess, Markus Wulfmeier
Venue: arXiv

Date: 17 Nov 23 17 November 2023
Title: No agent is an island: A social path to human-like artificial intelligence
Authors: Edgar A. Duéñez-Guzmán, Suzanne Sadedin, Jane X. Wang, Kevin R. McKee, Joel Z. Leibo
Venue: Nature Machine Intelligence

Date: 14 Nov 23 14 November 2023
Title: DiLoCo: Distributed Low-Communication Training of Language Models
Authors: Arthur Douillard, Qixuan Feng, Andrei Rusu, Rachita Chhaparia, Yani Donchev, Adhi Kuncoro, Marc'aurelio Ranzato, Arthur Szlam, Jiajun Shen
Venue: arXiv

Date: 14 Nov 23 14 November 2023
Title: Report of the 1st Workshop on Generative AI and Law
Authors: A. Feder Cooper, Katherine Lee, James Grimmelmann, Daphne Ippolito, Christopher Callison-Burch, Christopher A. Choquette-Choo, Niloofar Mireshghallah, Miles Brundage, David Mimno, Madiha Zahrah Choksi, Jack M. Balkin, Nicholas Carlini, Christopher De Sa, Jonathan Frankle, Deep Ganguli, Bryant Gipson, Andres Guadamuz, Swee Leng Harris, Abigail Z. Jacobs, Elizabeth Joh, Gautam Kamath, Mark Lemley, Cass Matthews, Christine McLeavey, Corynne McSherry, Milad Nasr, Paul Ohm, Adam Roberts, Tom Rubin, Pamela Samuelson, Ludwig Schubert, Kristen Vaccaro, Luis Villa, Felix Wu, Elana Zeide
Venue: arXiv

Date: 14 Nov 23 14 November 2023
Title: GraphCast: Learned Global Weather Forecasting
Authors: Remi Lam, Alvaro Sanchez, Matthew Willson, Meire Fortunato, Peter Wirnsberger, Alexander Pritzel, Timo Ewalds, Zach Eaton-Rosen, Ferran Alet, Jacklynn Stott, Shakir Mohamed, ravuris , Oriol Vinyals, George Holland
Venue: Science

Date: 10 Nov 23 10 November 2023
Title: Emotions and courtship help bonded pairs cooperate, but emotional agents are vulnerable to deceit
Authors: Suzanne Sadedin, Edgar A. Duéñez-Guzmán, Joel Z. Leibo
Venue: Proceedings of the National Academy of Sciences (PNAS)

Date: 6 Nov 23 6 November 2023
Title: Finding Increasingly Large Extremal Graphs with AlphaZero and Tabu Search
Authors: Ankit Anand, Matej Balog, Anna Bulanova, Gheorghe Comanici, Hyunjik Kim, Andrew Lee, Tudor Berariu*, Abbas Mehrabian, Laurent Orseau, Doina Precup, Anian Ruoss, Nicolas Sonnerat, Daniel Toyama, Petar Veličković, Sam Blackwell, Joonkyung Lee*, Anurag Murty Naredla*, Bernardino Romera Paredes, Adam Zsolt Wagner*
Venue: arXiv

Date: 3 Nov 23 3 November 2023
Title: RT-Trajectory: Robotic Task Generalization via Hindsight Trajectory Sketches
Authors: Jiayuan Gu, Sean Kirmani, Paul Wohlhart, Yao Lu, Montserrat Gonzalez Arenas, Kanishka Rao, Wenhao Yu, Chuyuan Fu, Keerthana Gopalakrishnan, Zhuo Xu, Priya Sundaresan, Peng Xu, Hao Su, Karol Hausman, Chelsea Finn, Quan Vuong, Ted Xiao
Venue: ICLR 2024

Date: 3 Nov 23 3 November 2023
Title: Grammar Prompting for Domain-Specific Language Generation with Large Language Models
Authors: Bailin Wang, Zi Wang, Xuezhi Wang, Yuan Cao, Rif A. Saurous, Yoon Kim
Venue: NeurIPS 2023

Date: 2 Nov 23 2 November 2023
Title: Optimistic Natural Policy Gradient: a Simple Efficient Policy Optimization Framework for Online RL
Authors: Qinghua Liu, Gellért Weisz, András György, Chi Jin, Csaba Szepesvári
Venue: NeurIPS 2023

Date: 2 Nov 23 2 November 2023
Title: Optimistic Meta-Gradients
Authors: Sebastian Flennerhag, Tom Zahavy, Brendan O'Donoghue, Hado van Hasselt, András György, Satinder Singh
Venue: NeurIPS 2023

Date: 1 Nov 23 1 November 2023
Title: RoboVQA: Multimodal Long-Horizon Reasoning for Robotics
Authors: Pierre Sermanet, Tianli Ding, Jeffrey Zhao, Fei Xia, Debidatta Dwibedi, Keerthana Gopalakrishnan, Christine Chan, Gabriel Dulac-Arnold, Sharath Maddineni, Nikhil Joshi, Pete Florence, Wei Han, Robert Baruch, Peng Xu, Pannag Sanketi, Karol Hausman, Izhak Shafran, ichter , Yuan Cao
Venue: ICRA 2024

Date: 30 Oct 23 30 October 2023
Title: Population-based Evaluation in Repeated Rock-Paper-Scissors as a Benchmark for Multiagent Reinforcement Learning
Authors: Marc Lanctot, John Schultz, Neil Burch, Max Olan Smith, Daniel Hennes, Thomas Anthony, Julien Perolat
Venue: Transactions on Machine Learning Research (TMLR)

Date: 26 Oct 23 26 October 2023
Title: Generative replay for compositional visual understanding in the prefrontal-hippocampal circuit
Authors: Zeb Kurth-Nelson, Matt Botvinick, Tim Behrens*, Ray Dolan*, Philipp Schwartenbeck*, Yunzhe Liu*, Tim Muller*, Shirley Mark*, Alon Baram*
Venue: Cell

Date: 20 Oct 23 20 October 2023
Title: Scalable Neural Network Kernels
Authors: Arijit Sehanobish, Krzysztof Choromanski, Yunfan Zhao, Avinava Dubey, Valerii Likhosherstov
Venue: ICLR 2024

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