Algorithms · Few-Shot Learning

TitleAuthors
Adaptive Cross-Modal Few-shot LearningChen Xing · Negar Rostamzadeh · Boris Oreshkin · Pedro O. Pinheiro
Cross Attention Network for Few-shot ClassificationRuibing Hou · Hong Chang · Bingpeng MA · Shiguang Shan · Xilin Chen
Incremental Few-Shot Learning with Attention Attractor NetworksMengye Ren · Renjie Liao · Ethan Fetaya · Richard Zemel
Learning to Self-Train for Semi-Supervised Few-Shot ClassificationXinzhe Li · Qianru Sun · Yaoyao Liu · Qin Zhou · Shibao Zheng · Tat-Seng Chua · Bernt Schiele
Meta-Reinforced Synthetic Data for One-Shot Fine-Grained Visual RecognitionSatoshi Tsutsui · Yanwei Fu · David Crandall
Transductive Zero-Shot Learning with Visual Structure ConstraintZiyu Wan · Dongdong Chen · Yan Li · Xingguang Yan · Junge Zhang · Yizhou Yu · Jing Liao
Unsupervised Meta-Learning for Few-Shot Image ClassificationSiavash Khodadadeh · Ladislau Boloni · Mubarak Shah
Zero-shot Learning via Simultaneous Generating and LearningHyeonwoo Yu · Beomhee Lee