Dynamical Mode Recognition of Coupled Flame Oscillators by Supervised and Unsupervised Learning Approachesby Weiming Xu,…
From Optimization to Generalization: Fair Federated Learning against Quality Shift via Inter-Client Sharpness Matchingby Nannan…
Dynamic Against Dynamic: An Open-set Self-learning Frameworkby Haifeng Yang, Chuanxing Geng, Pong C. Yuen, Songcan…
pFedAFM: Adaptive Feature Mixture for Batch-Level Personalization in Heterogeneous Federated Learningby Liping Yi, Han Yu,…
Uncertainty quantification for iterative algorithms in linear models with application to early stoppingby Pierre C.…
Revisiting Multi-modal Emotion Learning with Broad State Space Models and Probability-guidance Fusionby Yuntao Shou, Tao…
Noisy Node Classification by Bi-level Optimization based Multi-teacher Distillationby Yujing Liu, Zongqian Wu, Zhengyu Lu,…
Feature graphs for interpretable unsupervised tree ensembles: centrality, interaction, and application in disease subtypingby Christel…
SERPENT-VLM : Self-Refining Radiology Report Generation Using Vision Language Modelsby Manav Nitin Kapadnis, Sohan Patnaik,…
Reliable Student: Addressing Noise in Semi-Supervised 3D Object Detectionby Farzad Nozarian, Shashank Agarwal, Farzaneh Rezaeianaran,…