Ctrl-GenAug: Controllable Generative Augmentation for Medical Sequence Classificationby Xinrui Zhou, Yuhao Huang, Haoran Dou, Shijing…
Characterizing stable regions in the residual stream of LLMsby Jett Janiak, Jacek Karwowski, Chatrik Singh…
Programming Every Example: Lifting Pre-training Data Quality Like Experts at Scaleby Fan Zhou, Zengzhi Wang,…
Numerical Approximation Capacity of Neural Networks with Bounded Parameters: Do Limits Exist, and How Can…
Vision-Language Model Fine-Tuning via Simple Parameter-Efficient Modificationby Ming Li, Jike Zhong, Chenxin Li, Liuzhuozheng Li,…
Verified Relative Safety Margins for Neural Network Twinsby Anahita Baninajjar, Kamran Hosseini, Ahmed Rezine, Amir…
GB-RVFL: Fusion of Randomized Neural Network and Granular Ball Computingby M. Sajid, A. Quadir, M.…
Offline and Distributional Reinforcement Learning for Radio Resource Managementby Eslam Eldeeb, Hirley AlvesFirst submitted to…
Exploring Information-Theoretic Metrics Associated with Neural Collapse in Supervised Trainingby Kun Song, Zhiquan Tan, Bochao…
Enhancing Feature Selection and Interpretability in AI Regression Tasks Through Feature Attributionby Alexander Hinterleitner, Thomas…