Informed deep hierarchical classification: a non-standard analysis inspired approachby Lorenzo Fiaschi, Marco CococcioniFirst submitted to…
Ctrl-GenAug: Controllable Generative Augmentation for Medical Sequence Classificationby Xinrui Zhou, Yuhao Huang, Haoran Dou, Shijing…
GB-RVFL: Fusion of Randomized Neural Network and Granular Ball Computingby M. Sajid, A. Quadir, M.…
Exploring Information-Theoretic Metrics Associated with Neural Collapse in Supervised Trainingby Kun Song, Zhiquan Tan, Bochao…
Accelerating TinyML Inference on Microcontrollers through Approximate Kernelsby Giorgos Armeniakos, Georgios Mentzos, Dimitrios SoudrisFirst submitted…
TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific Energy-Based Modelsby Andrei Margeloiu, Xiangjian Jiang,…
Edge-device Collaborative Computing for Multi-view Classificationby Marco Palena, Tania Cerquitelli, Carla Fabiana ChiasseriniFirst submitted to…
Generalization vs. Specialization under Concept Shiftby Alex Nguyen, David J. Schwab, Vudtiwat NgampruetikornFirst submitted to arxiv…
GISExplainer: On Explainability of Graph Neural Networks via Game-theoretic Interaction Subgraphsby Xingping Xian, Jianlu Liu,…
Adversarial Federated Consensus Learning for Surface Defect Classification Under Data Heterogeneity in IIoTby Jixuan Cui,…