Summary of Extractive Structures Learned in Pretraining Enable Generalization on Finetuned Facts, by Jiahai Feng et al.
Extractive Structures Learned in Pretraining Enable Generalization on Finetuned Factsby Jiahai Feng, Stuart Russell, Jacob…
Summary of Sometimes I Am a Tree: Data Drives Unstable Hierarchical Generalization, by Tian Qin et al.
Sometimes I am a Tree: Data Drives Unstable Hierarchical Generalizationby Tian Qin, Naomi Saphra, David…
Summary of Mind the Gap: Towards Generalizable Autonomous Penetration Testing Via Domain Randomization and Meta-reinforcement Learning, by Shicheng Zhou et al.
Mind the Gap: Towards Generalizable Autonomous Penetration Testing via Domain Randomization and Meta-Reinforcement Learningby Shicheng…
Summary of Weak-to-strong Generalization Through the Data-centric Lens, by Changho Shin et al.
Weak-to-Strong Generalization Through the Data-Centric Lensby Changho Shin, John Cooper, Frederic SalaFirst submitted to arxiv…
Summary of The Broader Spectrum Of In-context Learning, by Andrew Kyle Lampinen et al.
The broader spectrum of in-context learningby Andrew Kyle Lampinen, Stephanie C. Y. Chan, Aaditya K.…
Summary of How to Correctly Do Semantic Backpropagation on Language-based Agentic Systems, by Wenyi Wang et al.
How to Correctly do Semantic Backpropagation on Language-based Agentic Systemsby Wenyi Wang, Hisham A. Alyahya,…
Summary of Tight Pac-bayesian Risk Certificates For Contrastive Learning, by Anna Van Elst et al.
Tight PAC-Bayesian Risk Certificates for Contrastive Learningby Anna Van Elst, Debarghya GhoshdastidarFirst submitted to arxiv…
Summary of Surveying the Effects Of Quality, Diversity, and Complexity in Synthetic Data From Large Language Models, by Alex Havrilla et al.
Surveying the Effects of Quality, Diversity, and Complexity in Synthetic Data From Large Language Modelsby…
Summary of Utsd: Unified Time Series Diffusion Model, by Xiangkai Ma et al.
UTSD: Unified Time Series Diffusion Modelby Xiangkai Ma, Xiaobin Hong, Wenzhong Li, Sanglu LuFirst submitted…
Summary of Few-shot Learning with Adaptive Weight Masking in Conditional Gans, by Jiacheng Hu et al.
Few-Shot Learning with Adaptive Weight Masking in Conditional GANsby Jiacheng Hu, Zhen Qi, Jianjun Wei,…