Research
Publications
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- Date
- 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
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- Date
- 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
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- Date
- 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)
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- Date
- Title
- Generative Ghosts: Anticipating Benefits and Risks of AI Afterlives
- Authors
- Meredith Ringel Morris and Jed R. Brubaker
- Venue
- ACM CHI 2025
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- Date
- Title
- MELODI: Exploring Memory Compression for Long Contexts
- Authors
- Yinpeng Chen, DeLesley Hutchins, Aren Jansen, Andrey Zhmoginov, David Racz, Jesper Andersen
- Venue
- ICLR 2025
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- Date
- 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
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- Date
- 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)
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- Date
- Title
- QuestBench: Can LLMs ask the right question to acquire information in reasoning tasks?
- Authors
- Belinda Z. Li, Been Kim, Zi Wang
- Venue
- arXiv
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- Date
- 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
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- Date
- 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
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- Date
- 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
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- Date
- 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
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- Date
- Title
- HCI for AGI
- Authors
- Meredith Ringel Morris
- Venue
- ACM Interactions
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- Date
- Title
- Partition Tree Weighting for Non-Stationary Stochastic Bandits
- Authors
- aixi , Marcus Hutter, Andras Gyorgy, Jordi Grau
- Venue
- arXiv
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- Date
- Title
- Delta Variances
- Authors
- Simon Schmitt, John Shawe-Taylor, Hado van Hasselt
- Venue
- AAAI 2025
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- Date
- Title
- Poly-Autoregressive Prediction for Interaction Modeling
- Authors
- Neerja Thakkar, Tara Sadjadpour, Jathushan Rajasegaran, Shiry Ginosar, Jitendra Malik
- Venue
- CVPR 2025
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- Date
- 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
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- Date
- 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
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- Date
- Title
- Decoding-based Regression
- Authors
- Xingyou Song, Dara Bahri
- Venue
- arXiv
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- Date
- 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