few-shot learning

Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning CVPR 2021 Exploring the Limits of Few-Shot Link Prediction in Knowledge Graphs EACL 2021 Exploring the Limits of Out-of-Distribution Detection NeurIPS 2021 FAPIS: A Few-Shot Anchor-Free Part-Based Instance Segmenter CVPR 2021 Faster Meta Update Strategy for Noise-Robust Deep Learning CVPR 2021 Few-NERD: A Few-shot Named Entity Recognition Dataset ACL 2021 Few-Round Learning for Federated Learning NeurIPS 2021 Few-Shot 3D Point Cloud Semantic Segmentation CVPR 2021 Few-Shot and Continual Learning With Attentive Independent Mechanisms ICCV 2021 Few-shot and Zero-shot Approaches to Legal Text Classification: A Case Study in the Financial Sector EMNLP 2021 Few-Shot Bayesian Optimization with Deep Kernel Surrogates ICLR 2021 Few-Shot Class-Incremental Learning via Relation Knowledge Distillation AAAI 2021 Few-Shot Conformal Prediction with Auxiliary Tasks ICML 2021 Few Shot Dialogue State Tracking using Meta-learning EACL 2021 Few-Shot Emotion Recognition in Conversation with Sequential Prototypical Networks EMNLP 2021 Few-shot Font Generation with Localized Style Representations and Factorization AAAI 2021 Few-Shot Font Style Transfer Between Different Languages WACV 2021 Few-Shot Human Motion Transfer by Personalized Geometry and Texture Modeling CVPR 2021 Few-Shot Image Classification: Just Use a Library of Pre-Trained Feature Extractors and a Simple Classifier ICCV 2021 Few-Shot Image Generation via Cross-Domain Correspondence CVPR 2021 Few-Shot Incremental Learning With Continually Evolved Classifiers CVPR 2021 Few-shot Intent Classification and Slot Filling with Retrieved Examples NAACL 2021 Few-Shot Intent Classification by Gauging Entailment Relationship Between Utterance and Semantic Label EMNLP 2021 Few-Shot Keyword Spotting in Any Language Interspeech 2021 Few-shot Language Coordination by Modeling Theory of Mind ICML 2021