few-shot learning

On the Role of Supervision in Unsupervised Constituency Parsing EMNLP 2020 OOD-MAML: Meta-Learning for Few-Shot Out-of-Distribution Detection and Classification NeurIPS 2020 PeTra: A Sparsely Supervised Memory Model for People Tracking ACL 2020 Planning to Explore via Self-Supervised World Models ICML 2020 ProtoAttend: Attention-Based Prototypical Learning JMLR 2020 Prototypical Q Networks for Automatic Conversational Diagnosis and Few-Shot New Disease Adaption Interspeech 2020 Proxy Network for Few Shot Learning ACML 2020 PuzzLing Machines: A Challenge on Learning From Small Data ACL 2020 Rapid Learning or Feature Reuse? Towards Understanding the Effectiveness of MAML ICLR 2020 Regularization of Distinct Strategies for Unsupervised Question Generation EMNLP 2020 Representation Based Meta-Learning for Few-Shot Spoken Intent Recognition Interspeech 2020 Re-solve it: simulating the acquisition of core semantic competences from small data CoNLL 2020 Revisiting Pose-Normalization for Fine-Grained Few-Shot Recognition CVPR 2020 Self-Supervised Few-Shot Learning on Point Clouds NeurIPS 2020 Self-Supervised Meta-Learning for Few-Shot Natural Language Classification Tasks EMNLP 2020 Self-Supervised Tuning for Few-Shot Segmentation IJCAI 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 Shoestring: Graph-Based Semi-Supervised Classification With Severely Limited Labeled Data CVPR 2020 SimPropNet: Improved Similarity Propagation for Few-shot Image Segmentation IJCAI 2020 Something-Else: Compositional Action Recognition With Spatial-Temporal Interaction Networks CVPR 2020 Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations ACL 2020 Spoken Content and Voice Factorization for Few-Shot Speaker Adaptation Interspeech 2020 Structural Supervision Improves Few-Shot Learning and Syntactic Generalization in Neural Language Models EMNLP 2020 Structured Prediction for Conditional Meta-Learning NeurIPS 2020