Papers

Deep, long-form breakdowns of recent research in AI, machine learning, security & programming languages.

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machine learning Oct 02 Embedding Prediction Helps Image Generation by Sihan Xu, Ji Xie, Zilin Wang, Hui Shen, Stella X. Yu ai Oct 02 ScholarCatalyst: A Benchmark for Retrieving Papers That Inspire New Research by Sohyeon Kim, Yoonho Lee, Bo Liu, Dayoon Ko, Rulin Shao, Seungone Kim, Graham Neubig, Pang Wei Koh, Aakanksha Chowdhery, Akari Asai, Omar Khattab, Yejin Choi, Gunhee Kim, Chelsea Finn ai Oct 02 VISTA: A Visual Harness for Reasoning in an Interactive World by Qiushi Han, Keya Hu, Linlu Qiu, Cathy Wu, Kaiming He machine learning Oct 02 TACO: Ternary Absolute-max Column-wise One-sparse Optimizer for LLM Fine-Tuning by Jichao Jiang (1), Cristian McGee (1), El Houcine Bergou (2), Hanqin Cai (1), Aritra Dutta (1) ((1) University of Central Florida, (2) Mohammed VI Polytechnic University) machine learning Oct 02 FERPO: Forward Entropy-Regularized Policy Optimization by Sebastian Sanokowski, Alireza Sarmadi, Majid Khadiv cybersecurity Oct 02 KaliBench: A Fine-Grained Benchmark for Cybersecurity Tool Use on Kali Linux with Runtime-Free Verifiable Rewards by Pengfei Li, Naufal Suryanto, Sicheng Zhang, Muzammal Naseer machine learning Oct 02 Cost-augmented Schrödinger bridges on graphs are exactly solvable: a Feynman-Kac tilt replaces learned control by Akshay Balsubramani ai Oct 02 The Missing Primitive: Diagnosing and Repairing Mathematical Reasoning in Large Language Models by Shuo Xing, Zilin Dai, Chengyuan Qian, Fangzhou Lin, Wenjing Chen, Ping He, Pan Lu, Alvaro Velasquez, Mohit Bansal, Zhengzhong Tu machine learning Oct 02 Trust the Direction, Search the Step: Zero-and-First-Order Methods for LLM Fine-Tuning by Cristian McGee, El Houcine Bergou, Aritra Dutta ai Oct 02 Higher-Order Molecular Grammars for Generative and Foundation Models in Chemistry by Yiming Huang, Yujie Zeng, Vijay Prakash Dwivedi, Simone Foti, Jianmin Wang, Jure Leskovec, Tolga Birdal