Research Publications 229 publications Date 12 Dec 23 12 December 2023 Title A Definition of Continual Reinforcement Learning Authors David Abel, André Barreto, Benjamin Van Roy, Doina Precup, Hado van Hasselt, Satinder Singh Venue NeurIPS 2023 Date 10 Dec 23 10 December 2023 Title Optimal Preconditioning and Fisher Adaptive Langevin Sampling Authors Michalis Titsias Venue NeurIPS 2023 Date 10 Dec 23 10 December 2023 Title Passive learning of active causal strategies in agents and language models Authors Andrew Lampinen, Stephanie Chan, Ishita Dasgupta, Andrew Nam, Jane Wang Venue NeurIPS 2023 Date 10 Dec 23 10 December 2023 Title LambdaBeam: Neural Program Search with Higher-Order Functions and Lambdas Authors Kensen Shi, Hanjun Dai, Wen-Ding Li*, Kevin Ellis*, Charles Sutton Venue NeurIPS 2023 Date 10 Dec 23 10 December 2023 Title Improving neural network representations using human similarity judgments Authors Lukas Muttenthaler, Lorenz Linhardt, Jonas Dippel, Robert A. Vandermeulen, Katherine Hermann, Andrew Lampinen, Simon Kornblith Venue NeurIPS 2023 Date 10 Dec 23 10 December 2023 Title Feature Likelihood Divergence: Evaluating the Generalization of Generative Models Using Samples Authors Marco Jiralerspong, Joey Bose, Ian Gemp, Chongli Qin, Yoram Bachrach, Gauthier Gidel Venue NeurIPS 2023 Date 10 Dec 23 10 December 2023 Title Towards In-context Scene Understanding Authors Ivana Balazevic, David Steiner, Nikhil Parthasarathy, Relja Arandjelovic, Olivier Henaff Venue NeurIPS 2023 Date 10 Dec 23 10 December 2023 Title Optimization and Evaluation of Fine-grained Jaccard Indexes for Semantic Segmentation Authors Zifu Wang*, Maxim Berman*, Amal Rannen-Triki, Philip H.S. Torr*, Devis Tuia*, Tinne Tuytelaars*, Luc Van Gool*, Jiaqian Yu*, Matthew Blaschko* Venue NeurIPS 2023 Datasets and Benchmarks Date 10 Dec 23 10 December 2023 Title Probabilistic Inference in Reinforcement Learning Done Right Authors Jean Tarbouriech, Tor Lattimore, Brendan O'Donoghue Venue NeurIPS 2023 Date 10 Dec 23 10 December 2023 Title Benchmarking Robustness to Adversarial Image Obfuscations Authors Florian Stimberg, Ayan Chakrabarti, Chun-Ta Lu, Hussein Hazimeh, Otilia Stretcu, Wei Qiao, Yintao Liu, Merve Kaya, Cyrus Rashtchian, Ariel Fuxman, Mehmet Tek, Sven Gowal Venue NeurIPS 2023 Datasets and Benchmarks Date 9 Dec 23 9 December 2023 Title Distributional Bellman Operators over Mean-embeddings Authors Li Kevin Wenliang, Grégoire Delétang, Matthew Aitchison, Marcus Hutter, Anian Ruoss, Arthur Gretton, Mark Rowland Venue arXiv Date 8 Dec 23 8 December 2023 Title POMRL: No-Regret Learning-to-Plan with IncreasingHorizons Authors Khimya Khetarpal, Claire Vernade, Brendan O'Donoghue, Satinder Singh, Tom Zahavy Venue NeurIPS Workshop 2023 Date 7 Dec 23 7 December 2023 Title Revisiting Dynamic Evaluation:Online Adaptation for LLMs Authors Amal Rannen-Triki, Jörg Bornschein, Alexandre Galashov, Razvan Pascanu, Michalis Titsias, Marcus Hutter, Andras Gyorgy, Yee Whye Teh Venue DistShift-NeurIPS 23 Date 6 Dec 23 6 December 2023 Title A Benchmark for Reasoning with Spatial Prepositions Authors Iulia Comșa, Srini Narayanan Venue EMNLP 2023 Date 6 Dec 23 6 December 2023 Title SEAHORSE: A Multilingual, Multifaceted Dataset for Summarization Evaluation Authors Elizabeth Clark, Shruti Rijhwani, Sebastian Gehrmann, Joshua Maynez, Roee Aharoni, Vitaly Nikolaev, Thibault Sellam, Aditya Siddhant, Dipanjan Das, Ankur Parikh Venue EMNLP 2023 Date 6 Dec 23 6 December 2023 Title Generative agent-based modeling with actions grounded in physical, social, or digital space using Concordia Authors Alexander Sasha Vezhnevets, John P. Agapiou, Avia Aharon, Ron Ziv, Jayd Matyas, Edgar A. Duéñez-Guzmán, William A. Cunningham, Simon Osindero, Danny Karmon, Joel Z. Leibo Venue arXiv Date 6 Dec 23 6 December 2023 Title MingOfficial: A Ming Official Career Dataset and a Historical Context-Aware Representation Learning Framework Authors You-Jun Chen*, Hsin-Yi Hsieh*, Yu-Tung Lin*, Yingtao Tian, Bert Chan, Yu-Sin Liu*, Yi-Hsuan Lin*, Richard Tzong-Han Tsai* Venue EMNLP 2023 Date 5 Dec 23 5 December 2023 Title Gaussian Process Probes (GPP) for Uncertainty-Aware Probing Authors Zi Wang, Alexander Ku, Jason Baldridge, Thomas L. Griffiths, Been Kim Venue NeurIPS 2023 Date 5 Dec 23 5 December 2023 Title RoboCat: A Self-Improving Foundation Agent for Robotic Manipulation Authors Yuxiang Zhou, Todor Davchev, Maria Bauza, Konstantinos Bousmalis, Giulia Vezzani, Dushyant Rao, Coline Devin, Alex Lee Venue Transactions on Machine Learning Research (TMLR) Date 4 Dec 23 4 December 2023 Title Small batch deep reinforcement learning Authors Johan Obando Ceron, Marc G. Bellemare*, Pablo Castro Rivadeneira Venue NeurIPS 2023 Page 1 (first page) … Page 8 Page 9 Page 10 Page 11 Page 12 (last page)