Papers
Deep, long-form breakdowns of recent research in AI, machine learning, security & programming languages.
134 results on this page · clear filters
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
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
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
Ranking-Aware Prompt Optimization for Multimodal Clinical Diagnosis
by Tian Xia, Minghao Liu, Yiqing Liang, Laixi Shi, Jiayun Wang
Is Weight Tying Still Beneficial for Decoder-Only LLMs in Private Settings Under DP-SGD?
by Razan El Mais, Ali Chehab, Ibrahim Issa, Razane Tajeddine
Turbo Harness: Instance-Adaptive Harness Optimization
by Tunyu Zhang, Hao Wang, Kai Xu, Dimitris N. Metaxas