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