Piotr Koniusz

Best Publications

• Deep Stacked Hierarchical Multi-Patch Network for Image Deblurring

  Hongguang Zhang;Yuchao Dai;Hongdong Li;Piotr Koniusz

  609
  Citations

• Adaptive Subspaces for Few-Shot Learning

  Christian Simon;Piotr Koniusz;Richard Nock;Mehrtash Harandi

  436
  Citations

• Convolutional Kernel Networks

  Julien Mairal;Piotr Koniusz;Zaid Harchaoui;Cordelia Schmid

  395
  Citations

• Few-Shot Learning via Saliency-Guided Hallucination of Samples

  Unknown

  253
  Citations

• Few-Shot Action Recognition with Permutation-Invariant Attention

  Hongguang Zhang;Li Zhang;Xiaojuan Qi;Xiaojuan Qi;Hongdong Li

  177
  Citations

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

  Piotr Koniusz;Yusuf Tas;Fatih Porikli

  134
  Citations

• Tensor Representations via Kernel Linearization for Action Recognition from 3D Skeletons

  Piotr Koniusz;Piotr Koniusz;Anoop Cherian;Fatih Porikli;Fatih Porikli

  132
  Citations

• Higher-Order Occurrence Pooling for Bags-of-Words: Visual Concept Detection

  Piotr Koniusz;Fei Yan;Philippe-Henri Gosselin;Krystian Mikolajczyk

  130
  Citations

• Kernelized Few-shot Object Detection with Efficient Integral Aggregation

  Unknown

  121
  Citations

• Hallucinating IDT Descriptors and I3D Optical Flow Features for Action Recognition With CNNs

  Unknown

  111
  Citations

• Comparison of mid-level feature coding approaches and pooling strategies in visual concept detection

  Piotr Koniusz;Fei Yan;Krystian Mikolajczyk

  108
  Citations

• Zero-Shot Kernel Learning

  Unknown

  107
  Citations

• COSTA

  Unknown

  92
  Citations

• Simple Spectral Graph Convolution

  Unknown

  85
  Citations

• Rethinking Class Relations: Absolute-relative Supervised and Unsupervised Few-shot Learning

  Hongguang Zhang;Piotr Koniusz;Songlei Jian;Hongdong Li

  74
  Citations

• 3Mformer: Multi-order Multi-mode Transformer for Skeletal Action Recognition

  Unknown

  74
  Citations

• Spectral Feature Augmentation for Graph Contrastive Learning and Beyond

  Unknown

  73
  Citations

• Power Normalizations in Fine-grained Image, Few-shot Image and Graph Classification.

  Unknown

  69
  Citations

• Transductive Few-Shot Learning with Prototype-Based Label Propagation by Iterative Graph Refinement

  Unknown

  64
  Citations

• A Deeper Look at Power Normalizations

  Piotr Koniusz;Hongguang Zhang;Fatih Porikli

  64
  Citations