Papers
Deep, long-form breakdowns of recent research in AI, machine learning, security & programming languages.
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OmniCapBench: A Deep-Structured Evaluation Framework for Fine-Grained Audio-Visual Captioning
by Zhongyu Yang, Jiale Tao, Ruitao Chen, Zuhao Yang, Yingfang Yuan, Xueliang Zhao, Auden, Kai Wang, Shuai Shao, Biao Wang, Steve Yves, Qinglin Lu
Hybrid Cinematography: Previsualizing and Managing Hallucination Risk in Generative Video Reshooting
by Nhan (Nathan) Tran, Neal Wadhwa, Abe Davis, Stefan Stojanov
Bi-FORK: Generative Modeling of High-Dimensional Bifurcating Systems
by Anna Zimmel, Fleur Hendriks, Markus Holzleitner, Florian Sestak, Martin Weichselbaumer, Vlado Menkovski, Johannes Brandstetter
One Block, Multiple Depths: Recurrent Vision Transformers with Depth-Programmed Experts
by Adrian Bulat, Yassine Ouali, Georgios Tzimiropoulos
Caught in the Act: Probes Effectively Detect Sabotage and Catch Unverbalized Deception
by Oskar J. Hollinsworth, Alex F. Spies, Tigist Diriba, Adam Gleave, Chris Cundy
Rounding in Preconditioner Space: Redesigning 4-bit AdamW Optimizer-State Quantization
by Hanyang Li, Shao Tang, Daniel Thomas Braithwaite, Gregory Dexter, Leonardo Neves, Aman Gupta, Hiroto Udagawa, Abhishek Shivanna, Daniel Silva, Rohan Ramanath
Ecology of AI Agents: Collaboration Creates a Population Threshold for Takeoff
by Erin Crawley, Hidenori Tanaka
A Unified Bellman Operator for Safety-Critical Reinforcement Learning
by Nishanth Arun Rao, Royina Karegoudra Jayanth, Benjamin Eysenbach, Jaime Fernández Fisac
OneSearch-VL: Unified Multimodal Deep Research Agent for Image and Video
by Hongyu Li, Manyuan Zhang, Kaituo Feng, Shu Chen, Dian Zheng, Hao Li, Hao Yu, Zhangquan Chen, Zoey Guo, Ray Zhang, Shaofei Huang, Tianrui Hui, Linjiang Huang, Si Liu
WOVEN: Weaving Visual World Modeling into Multimodal LLMs
by Zheyu Fan, Yue Zhang, Mingkai Deng, Kangrui Wang, Qineng Wang, Canyu Chen, Jie Hao, Xing Fan, Chenlei Guo, Eric P. Xing, Mohit Bansal, Manling Li