Henry Gouk

Self-Supervised Representation Learning: Introduction, advances, and challenges

Linus Ericsson, Henry Gouk, Chen Change Loy et al. · IEEE Signal Processing Magazine · 2022 · 358 citations · Full text

Regularisation of neural networks by enforcing Lipschitz continuity

Henry Gouk, Eibe Frank, Bernhard Pfahringer et al. · Machine Learning · 2020 · 120 citations · Full text

Shallow Bayesian Meta Learning for Real-World Few-Shot Recognition

Xueting Zhang, Debin Meng, Henry Gouk et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 55 citations · Full text

Few-shot Learning, Engineering, Machine Learning +16

Fast Sliding Window Classification with Convolutional Neural Networks

Henry Gouk, Anthony Blake · 2014 · 35 citations

Image Classification, Convolutional Neural Network, Machine Vision +14

Deep Clusteringwith Concrete K-Means

Boyan Gao, Yongxin Yang, Henry Gouk et al. · 2020 · 20 citations

Convolutional Neural Network, Multiple Instance Learning, Engineering +16