Research Publications 224 publications Date 11 Mar 25 11 March 2025 Title Gemini Embedding: Generalizable Embeddings from Gemini Authors Jinhyuk Lee, Feiyang Chen, Sahil Dua, Daniel Cer, Madhuri Shanbhogue, Iftekhar Naim, Gustavo Hernández Ábrego, Zhe Li, Kaifeng Chen, Henrique Schechter Vera, Xiaoqi Ren, Shanfeng Zhang, Daniel Salz, Michael Boratko, Jay Han, Blair Chen, Shuo Huang, Vikram Rao, Paul Suganthan, Feng Han, Andreas Doumanoglou, Nithi Gupta, Fedor Moiseev, Cathy Yip, Aashi Jain, Simon Baumgartner, Shahrokh Shahi, Frank Palma Gomez, Sandeep Mariserla, Min Choi, Parashar Shah, Sonam Goenka, Ke Chen, Ye Xia, Koert Chen, Sai Meher Karthik Duddu, Yichang Chen, Trevor Walker, Wenlei Zhou, Rakesh Ghiya, Zach Gleicher, Karan Gill, Zhe Dong, Mojtaba Seyedhosseini, Yunhsuan Sung, Raphael Hoffmann, Tom Duerig Venue arXiv Date 10 Mar 25 10 March 2025 Title TIPS: Text-Image Pretraining with Spatial awareness Authors Kevis-Kokitsi Maninis, Kaifeng Chen, Soham Ghosh, Arjun Karpur, Koert Chen, Ye Xia, Bingyi Cao, Daniel Salz, Guangxing Han, Jan Dlabal, Dan Gnanapragasam, Mojtaba Seyedhosseini, Howard Zhou, Andre Araujo Venue ICLR 2025 Date 5 Mar 25 5 March 2025 Title KiVA: Kid-Inspired Visual Analogies for Testing Large Multimodal Models Authors Eunice Yiu, Maan Qraitem, Anisa Noor Majhi, Charlie Wong, Yutong Bai, Shiry Ginosar, Alison Gopnik, Kate Saenko Venue ICLR 2025 Date 27 Feb 25 27 February 2025 Title HCI for AGI Authors Meredith Ringel Morris Venue ACM Interactions Date 26 Feb 25 26 February 2025 Title Partition Tree Weighting for Non-Stationary Stochastic Bandits Authors aixi , Marcus Hutter, Andras Gyorgy, Jordi Grau Venue arXiv Date 20 Feb 25 20 February 2025 Title Delta Variances Authors Simon Schmitt, John Shawe-Taylor, Hado van Hasselt Venue AAAI 2025 Date 12 Feb 25 12 February 2025 Title Poly-Autoregressive Prediction for Interaction Modeling Authors Neerja Thakkar, Tara Sadjadpour, Jathushan Rajasegaran, Shiry Ginosar, Jitendra Malik Venue CVPR 2025 Date 11 Feb 25 11 February 2025 Title Scaling Pre-training to One Hundred Billion Data for Vision Language Models Authors Xiao Wang, Ibrahim Alabdulmohsin, Daniel Salz, Zhe Li, Keran Rong, Xiaohua Zhai* Venue arXiv Date 6 Feb 25 6 February 2025 Title Automated Discovery of Interpretable Cognitive Programs underlying Reward-guided behavior Authors Pablo Castro Rivadeneira, Kim Stachenfeld, Kevin Miller, Nenad Tomašev, Navodita Sharma, Ankit Anand, Alexander Novikov, Kuba Perlin, Nathaniel Daw, Will Dabney, noemielteto , Siddhant Jain, Kyle Levin Venue Biorxiv Date 2 Feb 25 2 February 2025 Title Decoding-based Regression Authors Xingyou Song, Dara Bahri Venue arXiv Date 22 Jan 25 22 January 2025 Title Are vision-language models shape or texture biased and can we steer them? Authors Paul Gavrikov, Jovita Lukasik, Steffen Jung, Robert Geirhos, Muhammad Jehanzeb Mirza, Margret Keuper, Janis Keuper Venue ICLR 2025 Date 22 Jan 25 22 January 2025 Title MONA: Myopic Optimization with Non-myopic Approval Can Mitigate Multi-step Reward Hacking Authors Sebastian Farquhar, Vikrant Varma, David Lindner, David Elson, Caleb Biddulph, Ian Goodfellow, Rohin Shah Venue arXiv Date 17 Jan 25 17 January 2025 Title Evolving Deeper LLM Thinking Authors Kuang-Huei Lee*†, Ian Fischer*, Yueh-Hua Wu, Dave Marwood, Shumeet Baluja, Dale Schuurmans, Xinyun Chen (*First author contribution, †senior author contribution) Venue arXiv Date 8 Jan 25 8 January 2025 Title Foundations of Algorithmic Thermodynamics Authors Marcus Hutter, Aram Ebtekar* Venue Physical Review E Date 31 Dec 24 31 December 2024 Title Exposing Limitations of Language Model Agents in Sequential-Task Compositions on the Web Authors Hiroki Furuta, Yutaka Matsuo, Aleksandra Faust, Izzeddin Gur Venue Transactions on Machine Learning Research (TMLR) Date 26 Dec 24 26 December 2024 Title A theory of appropriateness with applications to generative artificial intelligence Authors Joel Z. Leibo, Alexander Sasha Vezhnevets, Manfred Diaz, John P. Agapiou, William A. Cunningham, Peter Sunehag, Julia Haas, Raphael Koster, Edgar A. Duéñez-Guzmán, William S. Isaac, Georgios Piliouras, Stanley M. Bileschi, Iyad Rahwan, Simon Osindero Venue arXiv Date 23 Dec 24 23 December 2024 Title Deliberation in Latent Space via Differentiable Cache Augmentation Authors Luyang Liu, Jonas Pfeiffer, Jiaxing Wu, Jun Xie, Arthur Szlam Venue arXiv Date 10 Dec 24 10 December 2024 Title What type of inference is planning? Authors Miguel Lazaro-Gredilla, Li Yang Ku, Kevin Murphy, Dileep George Venue NeurIPS 2024 Date 10 Dec 24 10 December 2024 Title Machine Unlearning Doesn’t Do What You Think: Lessons for Generative AI Policy, Research, and Practice Authors A. Feder Cooper, Christopher A. Choquette-Choo, Miranda Bogen, Matthew Jagielski, Katja Filippova, Ken Ziyu Liu, Alexandra Chouldechova, Jamie Hayes, Yangsibo Huang, Niloofar Mireshghallah, Ilia Shumailov, Eleni Triantafillou, Peter Kairouz, Nicole Mitchell, Percy Liang, Daniel E. Ho, Yejin Choi, Sanmi Koyejo, Fernando Delgado, James Grimmelmann, Vitaly Shmatikov, Christopher De Sa, Solon Barocas, Amy Cyphert, Mark Lemley, danah boyd, Jennifer Wortman Vaughan, Miles Brundage, David Bau, Seth Neel, Abigail Z. Jacobs, Andreas Terzis, Hanna Wallach, Nicolas Papernot, Katherine Lee Venue arXiv Date 6 Dec 24 6 December 2024 Title Exponential Speedups by Rerooting Levin Tree Search Authors Laurent Orseau, Levi H. S. Lelis*, Marcus Hutter Venue arXiv Page 1 (first page) Page 2 Page 3 … Page 12 (last page)