Few-Shot Learning

Few-Shot Pill Recognition CVPR 2020 Few-Shot Video Classification via Temporal Alignment CVPR 2020 Few-shot Visual Reasoning with Meta-Analogical Contrastive Learning NeurIPS 2020 FGN: Fully Guided Network for Few-Shot Instance Segmentation CVPR 2020 From Machine Reading Comprehension to Dialogue State Tracking: Bridging the Gap ACL 2020 FSS-1000: A 1000-Class Dataset for Few-Shot Segmentation CVPR 2020 Graph Few-Shot Learning via Knowledge Transfer AAAI 2020 Improved Few-Shot Visual Classification CVPR 2020 Investigating Novel Verb Learning in BERT: Selectional Preference Classes and Alternation-Based Syntactic Generalization EMNLP 2020 Learning to Segment the Tail CVPR 2020 LT-Net: Label Transfer by Learning Reversible Voxel-Wise Correspondence for One-Shot Medical Image Segmentation CVPR 2020 MarioNETte: Few-Shot Face Reenactment Preserving Identity of Unseen Targets AAAI 2020 MATE: Plugging in Model Awareness to Task Embedding for Meta Learning NeurIPS 2020 MetaFuse: A Pre-trained Fusion Model for Human Pose Estimation CVPR 2020 Meta-Learning of Neural Architectures for Few-Shot Learning CVPR 2020 METAL: Minimum Effort Temporal Activity Localization in Untrimmed Videos CVPR 2020 Multi-Channel Convolutional Neural Networks with Adversarial Training for Few-Shot Relation Classification (Student Abstract) AAAI 2020 Multi-Domain Learning for Accurate and Few-Shot Color Constancy CVPR 2020 Neural Snowball for Few-Shot Relation Learning AAAI 2020 One-Shot Domain Adaptation for Face Generation CVPR 2020 One-Shot Learning for Long-Tail Visual Relation Detection AAAI 2020 On the Importance of Adaptive Data Collection for Extremely Imbalanced Pairwise Tasks EMNLP 2020 Self-Supervised Few-Shot Learning on Point Clouds NeurIPS 2020 Semi-Supervised Learning for Few-Shot Image-to-Image Translation CVPR 2020 SGAP-Net: Semantic-Guided Attentive Prototypes Network for Few-Shot Human-Object Interaction Recognition AAAI 2020