Evaluating the Effectiveness of Data Augmentation for Emotion Classification in Low-Resource Settingsby Aashish Arora, Elsbeth…
Enhancing Indoor Temperature Forecasting through Synthetic Data in Low-Data Environmentsby Zachari Thiry, Massimiliano Ruocco, Alessandro…
ATraDiff: Accelerating Online Reinforcement Learning with Imaginary Trajectoriesby Qianlan Yang, Yu-Xiong WangFirst submitted to arxiv…
EMOE: Expansive Matching of Experts for Robust Uncertainty Based Rejectionby Yunni Qu, James Wellnitz, Alexander…
TabMDA: Tabular Manifold Data Augmentation for Any Classifier using Transformers with In-context Subsettingby Andrei Margeloiu,…
Mixup Augmentation with Multiple Interpolationsby Lifeng Shen, Jincheng Yu, Hansi Yang, James T. KwokFirst submitted…
DDA: Dimensionality Driven Augmentation Search for Contrastive Learning in Laparoscopic Surgeryby Yuning Zhou, Henry Badgery,…
Diffusion-based Image Generation for In-distribution Data Augmentation in Surface Defect Detectionby Luigi Capogrosso, Federico Girella,…
Dual-perspective Cross Contrastive Learning in Graph Transformersby Zelin Yao, Chuang Liu, Xueqi Ma, Mukun Chen,…
Class-Based Time Series Data Augmentation to Mitigate Extreme Class Imbalance for Solar Flare Predictionby Junzhi…