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: 29 Apr 25 29 April 2025
Title: Prompting with Phonemes: Enhancing LLM Multilinguality for non-Latin Scripts
Authors: Hoang H. Nguyen, Khyati Mahajan, Vikas Yadav, Julian Salazar, Philip S. Yu, Masoud Hashemi, Rishabh Maheshwary
Venue: NAACL 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: 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: 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