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: 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: 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: 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: 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: 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

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