Certifying Adapters: Enabling and Enhancing the Certification of Classifier Adversarial Robustnessby Jieren Deng, Hanbin Hong,…
Synthetic Data Generation for Intersectional Fairness by Leveraging Hierarchical Group Structureby Gaurav Maheshwari, Aurélien Bellet,…
FloodDamageCast: Building Flood Damage Nowcasting with Machine Learning and Data Augmentationby Chia-Fu Liu, Lipai Huang,…
Towards Graph Contrastive Learning: A Survey and Beyondby Wei Ju, Yifan Wang, Yifang Qin, Zhengyang…
Conditionally-Conjugate Gaussian Process Factor Analysis for Spike Count Data via Data Augmentationby Yididiya Y. Nadew,…
Harnessing Collective Structure Knowledge in Data Augmentation for Graph Neural Networksby Rongrong Ma, Guansong Pang,…
Training Deep Learning Models with Hybrid Datasets for Robust Automatic Target Detection on real SAR…
A Comprehensive Survey on Data Augmentationby Zaitian Wang, Pengfei Wang, Kunpeng Liu, Pengyang Wang, Yanjie…
Adapting Abstract Meaning Representation Parsing to the Clinical Narrative – the SPRING THYME parserby Jon…
EfficientTrain++: Generalized Curriculum Learning for Efficient Visual Backbone Trainingby Yulin Wang, Yang Yue, Rui Lu,…