タスク適応手法

Learning to Generate Image Source-Agnostic Universal Adversarial Perturbations

Authors: Pu Zhao, Parikshit Ram, Songtao Lu, Yuguang Yao, Djallel Bouneffouf, Xue Lin, Sijia Liu | Published: 2020-09-29 | Updated: 2022-08-17
Few-Shot Learning
タスク適応手法
最適化手法

Self-supervised Learning: Generative or Contrastive

Authors: Xiao Liu, Fanjin Zhang, Zhenyu Hou, Zhaoyu Wang, Li Mian, Jing Zhang, Jie Tang | Published: 2020-06-15 | Updated: 2021-03-20
タスク適応手法
深層学習手法
自己教師あり学習

Adversarial Reprogramming of Text Classification Neural Networks

Authors: Paarth Neekhara, Shehzeen Hussain, Shlomo Dubnov, Farinaz Koushanfar | Published: 2018-09-06 | Updated: 2019-08-15
タスク適応手法
モデルの頑健性保証
敵対的移転性