Piotr Koniusz

Deep Stacked Hierarchical Multi-Patch Network for Image Deblurring

Hongguang Zhang, Yuchao Dai, Hongdong Li et al. · 2019 · 620 citations

Engineering, Machine Learning, Image Deblurring +19

Adaptive Subspaces for Few-Shot Learning

Christian Simon, Piotr Koniusz, Richard Nock et al. · 2020 · 445 citations

Artificial Intelligence, Few-shot Learning, Multiple Instance Learning +17

Few-Shot Learning via Saliency-Guided Hallucination of Samples

Hongguang Zhang, Jing Zhang, Piotr Koniusz · 2019 · 235 citations

Few-shot Learning, Engineering, Machine Learning +16

Convolutional Kernel Networks

Julien Mairal, Piotr Koniusz, Zaïd Harchaoui et al. · arXiv (Cornell University) · 2014 · 176 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

Domain Adaptation by Mixture of Alignments of Second-or Higher-Order Scatter Tensors

Piotr Koniusz, Yusuf Tas, Fatih Porikli · 2017 · 124 citations

Few-shot Learning, Engineering, Machine Learning +19