Enhancing Deep Learning with Optimized Gradient Descent: Bridging Numerical Methods and Neural Network Trainingby Yuhan…
Cross-Organ Domain Adaptive Neural Network for Pancreatic Endoscopic Ultrasound Image Segmentationby ZhiChao Yan, Hui Xue,…
A Sample Efficient Alternating Minimization-based Algorithm For Robust Phase Retrievalby Adarsh Barik, Anand Krishna, Vincent…
A Comprehensive Survey on Evidential Deep Learning and Its Applicationsby Junyu Gao, Mengyuan Chen, Liangyu…
Up-sampling-only and Adaptive Mesh-based GNN for Simulating Physical Systemsby Fu Lin, Jiasheng Shi, Shijie Luo,…
GRVFL-MV: Graph Random Vector Functional Link Based on Multi-View Learningby M. Tanveer, R. K. Sharma,…
LMGT: Optimizing Exploration-Exploitation Balance in Reinforcement Learning through Language Model Guided Trade-offsby Yongxin Deng, Xihe…
Adaptative Context Normalization: A Boost for Deep Learning in Image Processingby Bilal Faye, Hanane Azzag,…
Unsupervised Adaptive Normalizationby Bilal Faye, Hanane Azzag, Mustapha Lebbah, Fangchen FangFirst submitted to arxiv on:…
Explicit Mutual Information Maximization for Self-Supervised Learningby Lele Chang, Peilin Liu, Qinghai Guo, Fei WenFirst…