Research Publications 228 publications 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 Date 18 Oct 23 18 October 2023 Title Sociotechnical Safety Evaluation of generative AI systems Authors Laura Weidinger, Nahema Marchal, Maribeth Rauh, Arianna Manzini, Lisa Anne Hendricks, Juan Mateos-Garcia, Stevie Bergman, Conor Griffin, Ben Bariach, Iason Gabriel, Verena Rieser, William Isaac Venue arXiv Date 18 Oct 23 18 October 2023 Title Scalable Diffusion for Materials Generation Authors Sherry Yang, Amil Merchant, Dale Schuurmans, Igor Mordatch, Ekin Dogus Cubuk, Pieter Abbeel*, Ruben Cho* Venue ICLR 2024 Date 9 Oct 23 9 October 2023 Title Step-Back Prompting Enables Reasoning via Abstraction in Large Language Models Authors Steven Zheng, Swaroop Mishra, Xinyun Chen, Heng-Tze Cheng, Ed Chi, Quoc Le, Denny Zhou Venue arXiv Date 9 Oct 23 9 October 2023 Title DyST: Towards Dynamic Neural Scene Representations on Real-World Videos Authors Max Seitzer*, Sjoerd van Steenkiste, Thomas Kipf, Klaus Greff, Mehdi S. M. Sajjadi Venue ICLR 2024 Date 9 Oct 23 9 October 2023 Title Learning Interactive Real-World Simulator Authors Sherry Yang, Kamyar Ghasemipour, Jonathan Tompson, Dale Schuurmans, Pieter Abbeel*, Yilun Du* Venue ICLR 2024 Date 7 Oct 23 7 October 2023 Title Repelling Random Walks Authors Isaac Reid, Eli Berger, Krzysztof Choromanski, Adrian Weller Venue ICLR 2024 Date 7 Oct 23 7 October 2023 Title Universal Graph Random Features Authors Isaac Reid, Krzysztof Choromanski, Eli Berger, Adrian Weller Venue ICLR 2024 Date 5 Oct 23 5 October 2023 Title Assessing LLMs on Climate Information Authors Jannis Bulian, Mike Schäfer*, afraamini , Heidi Lam, Massimiliano Ciaramita, Ben Gaiarin, Michelle Chen Huebscher, Christian Buck, Niels Mede*, Markus Leippold, Nadine Strauss* Venue arXiv Date 5 Oct 23 5 October 2023 Title An Impossibility Theorem in Game Dynamics Authors Jason Milionis, Christos Papadimitriou, Georgios Piliouras, Kelly Spendlove Venue Proceedings of the National Academy of Sciences (PNAS) Date 3 Oct 23 3 October 2023 Title Large Language Models as Analogical Reasoners Authors Michihiro Yasunaga*, Xinyun Chen, Yujia Li, Ice Pasupat, Jure Leskovec*, Percy Liang*, Ed Chi, Denny Zhou Venue arXiv Date 3 Oct 23 3 October 2023 Title Large Language Models Cannot Self-Correct Reasoning Yet Authors jeffhj , Xinyun Chen, Swaroop Mishra, Steven Zheng, Adams Yu, Xinying Song, Denny Zhou Venue arXiv Date 2 Oct 23 2 October 2023 Title TAPIR: Tracking Any Point with per-frame Initialization and temporal Refinement Authors Carl Doersch, Yi Yang, Mel Vecerik, Dilara Gokay, Yusuf Aytar, Joao Carreira, Andrew Zisserman, Ankush Gupta Venue ICCV 2023 Date 2 Oct 23 2 October 2023 Title 3D Neural Embedding Likelihood: Probabilistic Inverse Graphics for Robust 6D Pose Estimation Authors Stannis Zhou, Nishad Gothoskar, Lirui Wang, Joshua B. Tenenbaum, Dan Gutfreund, Miguel Lázaro-Gredilla, Dileep George, Vikash K. Mansinghka Venue ICCV 2023 Date 23 Sep 23 23 September 2023 Title Theoretical and Practical Perspectives on what Influence Functions Do Authors Andrea Schioppa, Katja Filippova, Ivan Titov*, Polina Zablotskaia Venue NeurIPS 2023 Date 21 Sep 23 21 September 2023 Title Tracr: Compiled Transformers as a Laboratory for Interpretability Authors David Lindner, János Kramár, Sebastian Farquhar, Matthew Rahtz, Thomas McGrath, Vladimir Mikulik Venue NeurIPS 2023 Date 21 Sep 23 21 September 2023 Title Self-Predictive Universal AI Authors Elliot Catt, Jordi Grau, Marcus Hutter, Matthew Aitchison, Tim Genewein, Grégoire Delétang, Kevin Li, Joel Veness Venue NeurIPS 2023 Date 19 Sep 23 19 September 2023 Title Accurate proteome-wide missense variant effect prediction with AlphaMissense Authors Jun Cheng, Guido Novati, Joshua Pan, Clare Bycroft, Akvilė Žemgulytė, Taylor Applebaum, Alexander Pritzel, Elisa Wong, Michal Zielinski, Toby Sargeant, Rosalia Schneider, Andrew Senior, John Jumper, Demis Hassabis, Pushmeet Kohli, Žiga Avsec Venue Science Date 11 Sep 23 11 September 2023 Title Revisiting Energy Based Models as Policies: Ranking Noise Contrastive Estimation and Interpolating Energy Models Authors Sumeet Singh, Stephen Tu*, Vikas Sindhwani Venue arXiv Date 10 Sep 23 10 September 2023 Title Massively Scalable Inverse Reinforcement Learning for Route Optimization Authors Matt Barnes, Matthew Abueg, Oliver F. Lange, Matt Deeds, Jason Trader, Denali Molitor, Markus Wulfmeier*, Shawn O'Banion* Venue arXiv Page 1 (first page) … Page 10 Page 11 Page 12 (last page)