A Holistic Weakly Supervised Approach for Liver Tumor Segmentation with Clinical Knowledge-Informed Label Smoothingby Hairong…
Improving accuracy and convergence of federated learning edge computing methods for generalized DER forecasting applications…
TapWeight: Reweighting Pretraining Objectives for Task-Adaptive Pretrainingby Ruiyi Zhang, Sai Ashish Somayajula, Pengtao XieFirst submitted…
Online Multi-modal Root Cause Analysisby Lecheng Zheng, Zhengzhang Chen, Haifeng Chen, Jingrui HeFirst submitted to…
Sharper Guarantees for Learning Neural Network Classifiers with Gradient Methodsby Hossein Taheri, Christos Thrampoulidis, Arya…
DAG-aware Transformer for Causal Effect Estimationby Manqing Liu, David R. Bellamy, Andrew L. BeamFirst submitted…
WormKAN: Are KAN Effective for Identifying and Tracking Concept Drift in Time Series?by Kunpeng Xu,…
StatioCL: Contrastive Learning for Time Series via Non-Stationary and Temporal Contrastby Yu Wu, Ting Dang,…
Towards Bridging Generalization and Expressivity of Graph Neural Networksby Shouheng Li, Floris Geerts, Dongwoo Kim,…
The Epochal Sawtooth Effect: Unveiling Training Loss Oscillations in Adam and Other Optimizersby Qi Liu,…