CCSI: Continual Class-Specific Impression for Data-free Class Incremental Learningby Sana Ayromlou, Teresa Tsang, Purang Abolmaesumi,…
From Basic to Extra Features: Hypergraph Transformer Pretrain-then-Finetuning for Balanced Clinical Predictions on EHRby Ran…
Methodology and Real-World Applications of Dynamic Uncertain Causality Graph for Clinical Diagnosis with Explainability and…
Deep Neural Networks are Adaptive to Function Regularity and Data Distribution in Approximation and Estimationby…
Bridging the Gap: Rademacher Complexity in Robust and Standard Generalizationby Jiancong Xiao, Ruoyu Sun, Qi…
Discover Your Neighbors: Advanced Stable Test-Time Adaptation in Dynamic Worldby Qinting Jiang, Chuyang Ye, Dongyan…
TabPFGen – Tabular Data Generation with TabPFNby Junwei Ma, Apoorv Dankar, George Stein, Guangwei Yu,…
Optimal Eye Surgeon: Finding Image Priors through Sparse Generators at Initializationby Avrajit Ghosh, Xitong Zhang,…
Beyond Efficiency: Scaling AI Sustainablyby Carole-Jean Wu, Bilge Acun, Ramya Raghavendra, Kim HazelwoodFirst submitted to…
CMamba: Channel Correlation Enhanced State Space Models for Multivariate Time Series Forecastingby Chaolv Zeng, Zhanyu…