Adaptive Class Emergence Training: Enhancing Neural Network Stability and Generalization through Progressive Target Evolutionby Jaouad…
Study of Dropout in PointPillars with 3D Object Detectionby Xiaoxiang Sun, Geoffrey FoxFirst submitted to…
Improving Time Series Classification with Representation Soft Label Smoothingby Hengyi Ma, Weitong ChenFirst submitted to…
Entropic Distribution Matching in Supervised Fine-tuning of LLMs: Less Overfitting and Better Diversityby Ziniu Li,…
GL-TSVM: A robust and smooth twin support vector machine with guardian loss functionby Mushir Akhtar,…
Artificial Neural Network and Deep Learning: Fundamentals and Theoryby M. M. HammadFirst submitted to arxiv…
Cross-Modal Learning for Chemistry Property Prediction: Large Language Models Meet Graph Machine Learningby Sakhinana Sagar…
Constrained Diffusion Models via Dual Trainingby Shervin Khalafi, Dongsheng Ding, Alejandro RibeiroFirst submitted to arxiv…
Theoretical Proportion Label Perturbation for Learning from Label Proportions in Large Bagsby Shunsuke Kubo, Shinnosuke…