Research Publications 212 publications Date 1 Jun 25 1 June 2025 Title Bridging Algorithmic Information Theory and Machine Learning, Part II: Clustering, Density Estimation, Kolmogorov Complexity-Based Kernels, and Kernel Learning in Unsupervised Learning Authors Marcus Hutter Venue Physica D - Nonlinear Phenomena Date 1 May 25 1 May 2025 Title Proactive Agents for Multi-Turn Text-to-Image Generation Under Uncertainty Authors Meera Hahn, Wenjun Zeng, Nithish Kannen, Rich Galt, Kartikeya Badola, Been Kim, Zi Wang Venue ICML 2025 Date 28 Apr 25 28 April 2025 Title Flow-Lenia: Emergent evolutionary dynamics in mass conservative continuous cellular automata Authors Erwan Plantec, Gautier Hamon, Mayalen Etcheverry, Bert Wang-Chak Chan, Pierre-Yves Oudeyer, Clément Moulin-Frier Venue Artificial Life (journal) Date 26 Apr 25 26 April 2025 Title Generative Ghosts: Anticipating Benefits and Risks of AI Afterlives Authors Meredith Ringel Morris and Jed R. Brubaker Venue ACM CHI 2025 Date 26 Apr 25 26 April 2025 Title Relaxed Recursive Transformers: Effective Parameter Sharing with Layer-wise LoRA Authors Sangmin Bae, Adam Fisch, Hrayr Harutyunyan, Ziwei Ji, Seungyeon Kim, Tal Schuster Venue ICLR 2025 Date 24 Apr 25 24 April 2025 Title MELODI: Exploring Memory Compression for Long Contexts Authors Yinpeng Chen, DeLesley Hutchins, Aren Jansen, Andrey Zhmoginov, David Racz, Jesper Andersen Venue ICLR 2025 Date 22 Apr 25 22 April 2025 Title Societal and technological progress as sewing an ever-growing, ever-changing, patchy, and polychrome quilt Authors Joel Z. Leibo, Alexander Sasha Vezhnevets, William A. Cunningham, Sébastien Krier, Manfred Diaz, Simon Osindero Venue Other-blogs-talks-books Date 1 Apr 25 1 April 2025 Title Effective Kernel Fuzzing with Learned White-box Test Mutators Authors Sishuai Gong, Wang Rui, Deniz Altinbüken, Pedro Fonseca, Petros Maniatis Venue ASPLOS 2025 (Fall Cycle) Date 28 Mar 25 28 March 2025 Title QuestBench: Can LLMs ask the right question to acquire information in reasoning tasks? Authors Belinda Z. Li, Been Kim, Zi Wang Venue arXiv Date 24 Mar 25 24 March 2025 Title Gensors: Authoring Personalized Visual Sensors with Multimodal Foundation Models and Reasoning Authors Michael Xieyang Liu, Savvas Petridis, Vivian Tsai, Alex Fiannaca, olwal , Michael Terry, Carrie Cai Venue ACM IUI 2025 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 Page 1 (first page) Page 2 … Page 11 (last page)