A Survey of Automated Data Augmentation for Image Classification: Learning to Compose, Mix, and Generate
Published in IEEE Transactions on Neural Networks and Learning Systems (Volume: 35, Issue: 10, Page(s): 13185-13205), 2024
Publications
ILA-DA: Improving Transferability of Intermediate Level Attack with Data Augmentation
Published in the International Conference of Learning Representation (ICLR 2023), 2023
AdaAug: Learning Class- and Instance-adaptive Data Augmentation Policies
Published in the International Conference of Learning Representation (ICLR 2022), 2022
FedSGC: Federated Simple Graph Convolution for Node Classification
Published in International Workshop on Federated and Transfer Learning for Data Sparsity and Confidentiality in Conjunction with IJCAI 2021 (FTL-IJCAI-21), 2021
MODALS: Modality-agnostic Automated Data Augmentation in the Latent Space
Published in the International Conference of Learning Representation (ICLR 2021), 2021