48 citations · 81 across the 3 of their papers we have counts for
3 papers
cs.LG2022★ 5 cited
Towards Lightweight Black-Box Attacks against Deep Neural Networks
Chenghao Sun, Yonggang Zhang, Wan Chaoqun +5
Black-box attacks can generate adversarial examples without accessing the parameters of target model, largely exacerbating the threats of deployed deep neural networks (DNNs). Howe…
cs.LG2019★ 48 cited
On Better Exploring and Exploiting Task Relationships in Multi-Task Learning: Joint Model and Feature Learning
Ya Li, Xinmei Tian, Tongliang Liu +1
Multitask learning (MTL) aims to learn multiple tasks simultaneously through the interdependence between different tasks. The way to measure the relatedness between tasks is always…
cs.LG2018★ 28 cited
Domain Generalization via Conditional Invariant Representation
Ya Li, Mingming Gong, Xinmei Tian +2
Domain generalization aims to apply knowledge gained from multiple labeled source domains to unseen target domains. The main difficulty comes from the dataset bias: training data a…