Improving Few-shot Learning by Spatially-aware Matching and
CrossTransformer

Improving Few-shot Learning by Spatially-aware Matching and CrossTransformer

6 January 2020

Hongguang Zhang

Papers citing "Improving Few-shot Learning by Spatially-aware Matching and CrossTransformer"

12 / 12 papers shown

Title
COSTA: Covariance-Preserving Feature Augmentation for Graph Contrastive Learning Yifei Zhang Hao Zhu Zixing Song Piotr Koniusz Iriwn King 54 91 0 09 Jun 2022
On Learning the Geodesic Path for Incremental Learning Christian Simon Piotr Koniusz Mehrtash Harandi CLL 29 118 0 17 Apr 2021
Cross Attention Network for Few-shot Classification Rui Hou Hong Chang Bingpeng Ma Shiguang Shan Xilin Chen 229 637 0 17 Oct 2019
Edge-labeling Graph Neural Network for Few-shot Learning Jongmin Kim Taesup Kim Sungwoong Kim Chang D. Yoo 47 455 0 04 May 2019
Few-Shot Learning with Localization in Realistic Settings Davis Wertheimer Bharath Hariharan 35 142 0 09 Apr 2019
Power Normalizing Second-order Similarity Network for Few-shot Learning Hongguang Zhang Piotr Koniusz 34 59 0 10 Nov 2018
CNN-based Action Recognition and Supervised Domain Adaptation on 3D Body Skeletons via Kernel Feature Maps Yusuf Tas Piotr Koniusz 3DH 55 29 0 24 Jun 2018
Dynamic Few-Shot Visual Learning without Forgetting Spyros Gidaris N. Komodakis VLM 21 1,125 0 25 Apr 2018
Learning to Compare: Relation Network for Few-Shot Learning Flood Sung Yongxin Yang Li Zhang Tao Xiang Philip Torr Timothy M. Hospedales 151 4,035 0 16 Nov 2017
Few-Shot Learning with Graph Neural Networks Victor Garcia Satorras Joan Bruna GNN 132 1,235 0 10 Nov 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 735 11,793 0 09 Mar 2017
Matching Networks for One Shot Learning Oriol Vinyals Charles Blundell Timothy Lillicrap Koray Kavukcuoglu Daan Wierstra VLM 228 7,286 0 13 Jun 2016