Papers
Deep, long-form breakdowns of recent research in AI, machine learning, security & programming languages.
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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
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
Harnessing Domain Specialists in Multimodal Mixture-of-Experts for Efficient Adaptation
by Damiano Marsili, Raphi Kang, Aditya Mehta, Pietro Perona, Georgia Gkioxari
Where-OPD: Spatially Guided On-Policy Self-Distillation of MLLMs with Synthetic Scenes
by Sophia Sirko-Galouchenko, Monika Wysoczanska, Andrei Bursuc, Nicolas Thome, Spyros Gidaris
A Comparative Explainability Framework for DeBERTa-v3 in Zero-Shot Medical Abstract Classification
by Javier Diaz Esteban-Herreros, David Muñoz-Valero, Raquel Martínez-España, Jose M. Juarez, Juan Moreno-Garcia
LLM2Jev: LLMs Are Already Jev-Style Decision Models -- When and How to Fine-Tune Them
by Yinheng Li, Justin Wagle
Homomorphic Advantage Operator: Stabilizing Reinforcement Learning Under Fully Homomorphic Encryption Constraints
by Abid Mohamed Nadhir, Ahmad Al Hanbali, Beggas Mounir
PyPottery: an AI-powered end-to-end suite for pottery processing and publication
by Lorenzo Cardarelli
Causal Memory Policy: Making Memory Utility Identifiable by Intervening on Retrieval
by Arman Behnam, Binghui Wang
Multimodal Flow: Unified Flow Modeling of Language and Vision in Embedding Spaces
by Hongyuan Tao, Xinggang Wang, Lianghui Zhu, Yongkang Li, Yunchao Wei, Bin Feng, Shaoyu Chen, Qian Zhang, Chang Huang, Kai Yu