Deep Learning-based Point Cloud Registration for Augmented Reality-guided Surgeryby Maximilian Weber, Daniel Wild, Jens Kleesiek,…
TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learningby Xiwen Chen, Peijie…
Boosting MLPs with a Coarsening Strategy for Long-Term Time Series Forecastingby Nannan Bian, Minhong Zhu,…
Cross-Modal Domain Adaptation in Brain Disease Diagnosis: Maximum Mean Discrepancy-based Convolutional Neural Networksby Xuran ZhuFirst…
Deep Learning for Detecting and Early Predicting Chronic Obstructive Pulmonary Disease from Spirogram Time Seriesby…
Towards a Flexible and High-Fidelity Approach to Distributed DNN Training Emulationby Banruo Liu, Mubarak Adetunji…
Structure-Preserving Network Compression Via Low-Rank Induced Training Through Linear Layers Compositionby Xitong Zhang, Ismail R.…
Kinematic analysis of structural mechanics based on convolutional neural networkby Leye Zhang, Xiangxiang Tian, Hongjun…
Onboard Out-of-Calibration Detection of Deep Learning Models using Conformal Predictionby Protim Bhattacharjee, Peter JungFirst submitted…
Generic Multi-modal Representation Learning for Network Traffic Analysisby Luca Gioacchini, Idilio Drago, Marco Mellia, Zied…