Enhancing Effectiveness and Robustness in a Low-Resource Regime via Decision-Boundary-aware Data Augmentationby Kyohoon Jin, Junho…
Addressing Concept Shift in Online Time Series Forecasting: Detect-then-Adaptby YiFan Zhang, Weiqi Chen, Zhaoyang Zhu,…
Vehicle Detection Performance in Nordic Regionby Hamam Mokayed, Rajkumar Saini, Oluwatosin Adewumi, Lama Alkhaled, Bjorn…
Estimating Physical Information Consistency of Channel Data Augmentation for Remote Sensing Imagesby Tom Burgert, Begüm…
TexTile: A Differentiable Metric for Texture Tileabilityby Carlos Rodriguez-Pardo, Dan Casas, Elena Garces, Jorge Lopez-MorenoFirst…
Posterior Uncertainty Quantification in Neural Networks using Data Augmentationby Luhuan Wu, Sinead WilliamsonFirst submitted to…
Automated Contrastive Learning Strategy Search for Time Seriesby Baoyu Jing, Yansen Wang, Guoxin Sui, Jing…
Sim2Real in Reconstructive Spectroscopy: Deep Learning with Augmented Device-Informed Data Simulationby Jiyi Chen, Pengyu Li,…
TransformMix: Learning Transformation and Mixing Strategies from Databy Tsz-Him Cheung, Dit-Yan YeungFirst submitted to arxiv…
Automated data processing and feature engineering for deep learning and big data applications: a surveyby…