Reduced Jeffries-Matusita distance: A Novel Loss Function to Improve Generalization Performance of Deep Classification Modelsby…
FluoroSAM: A Language-aligned Foundation Model for X-ray Image Segmentationby Benjamin D. Killeen, Liam J. Wang,…
Towards Independence Criterion in Machine Unlearning of Features and Labelsby Ling Han, Nanqing Luo, Hao…
Asymptotics of Random Feature Regression Beyond the Linear Scaling Regimeby Hong Hu, Yue M. Lu,…
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extractionby Zixuan Li, Yutao Zeng, Yuxin…
Do Agents Dream of Electric Sheep?: Improving Generalization in Reinforcement Learning through Generative Learningby Giorgio…
CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completionby Qibing Ren, Chang…
Knowledge Graph Large Language Model (KG-LLM) for Link Predictionby Dong Shu, Tianle Chen, Mingyu Jin,…
Unknown Domain Inconsistency Minimization for Domain Generalizationby Seungjae Shin, HeeSun Bae, Byeonghu Na, Yoon-Yeong Kim,…
How does promoting the minority fraction affect generalization? A theoretical study of the one-hidden-layer neural…