zjfheart
Lecturer (Assistant Professor)@Univ. of Auckland; Postdoc -> Scientist (2021-23)@RIKEN-AIP, Tokyo; Ph.D. (2016-20)@National University of Singapore
University of AucklandAuckland, New Zealand
Pinned Repositories
BadLabels
Challenging label noise called BadLabel; Robust label-noise learning called Robust DivideMix
Friendly-Adversarial-Training
Attacks Which Do Not Kill Training Make Adversarial Learning Stronger (ICML2020 Paper)
Geometry-aware-Instance-reweighted-Adversarial-Training
the paper "Geometry-aware Instance-reweighted Adversarial Training" ICLR 2021 oral
models
Models and examples built with TensorFlow
NoiLIn
The code for NoiLIn: Improving Adversarial Training and Correcting Stereotype of Noisy Labels (TMLR 22 accept)
Poison-adv-training
Poisoning attack methods against adversarial training algorithms
Robust-ResNet
Towards Robust ResNet: A Small Step but a Giant Leap (IJCAI 2019)
tensorflow
Computation using data flow graphs for scalable machine learning
Transfer-Learning-CIFAR10
Demonstration of Transfer Learning on CIFAR10 dataset.
zjfheart.github.io
Jingfeng Zhang's personal website
zjfheart's Repositories
zjfheart/Friendly-Adversarial-Training
Attacks Which Do Not Kill Training Make Adversarial Learning Stronger (ICML2020 Paper)
zjfheart/Geometry-aware-Instance-reweighted-Adversarial-Training
the paper "Geometry-aware Instance-reweighted Adversarial Training" ICLR 2021 oral
zjfheart/NoiLIn
The code for NoiLIn: Improving Adversarial Training and Correcting Stereotype of Noisy Labels (TMLR 22 accept)
zjfheart/BadLabels
Challenging label noise called BadLabel; Robust label-noise learning called Robust DivideMix
zjfheart/Robust-ResNet
Towards Robust ResNet: A Small Step but a Giant Leap (IJCAI 2019)
zjfheart/Poison-adv-training
Poisoning attack methods against adversarial training algorithms
zjfheart/zjfheart.github.io
Jingfeng Zhang's personal website
zjfheart/models
Models and examples built with TensorFlow
zjfheart/tensorflow
Computation using data flow graphs for scalable machine learning
zjfheart/Transfer-Learning-CIFAR10
Demonstration of Transfer Learning on CIFAR10 dataset.