few-shot learning

Two Sides of Meta-Learning Evaluation: In vs. Out of Distribution NeurIPS 2021 Uncertainty-Aware Few-Shot Image Classification IJCAI 2021 Uniform Sampling over Episode Difficulty NeurIPS 2021 UniT: Unified Knowledge Transfer for Any-Shot Object Detection and Segmentation CVPR 2021 Unsupervised Contextualized Document Representation EMNLP 2021 Unsupervised Embedding Adaptation via Early-Stage Feature Reconstruction for Few-Shot Classification ICML 2021 Unsupervised Few-Shot Action Recognition via Action-Appearance Aligned Meta-Adaptation ICCV 2021 Unsupervised Pronoun Resolution via Masked Noun-Phrase Prediction ACL 2021 UoB_UK at SemEval 2021 Task 2: Zero-Shot and Few-Shot Learning for Multi-lingual and Cross-lingual Word Sense Disambiguation. SemEval 2021 Using Shape To Categorize: Low-Shot Learning With an Explicit Shape Bias CVPR 2021 UVStyle-Net: Unsupervised Few-Shot Learning of 3D Style Similarity Measure for B-Reps ICCV 2021 Variational Prototype Inference for Few-Shot Semantic Segmentation WACV 2021 Video Pose Distillation for Few-Shot, Fine-Grained Sports Action Recognition ICCV 2021 Wandering within a world: Online contextualized few-shot learning ICLR 2021 Want To Reduce Labeling Cost? GPT-3 Can Help EMNLP 2021 WARP: Word-level Adversarial ReProgramming ACL 2021 Weakly-Supervised Object Representation Learning for Few-Shot Semantic Segmentation WACV 2021 What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers EMNLP 2021 What to Pre-Train on? Efficient Intermediate Task Selection EMNLP 2021 When MAML Can Adapt Fast and How to Assist When It Cannot AISTATS 2021 Word Sense Disambiguation: Towards Interactive Context Exploitation from Both Word and Sense Perspectives ACL 2021 Zero-Shot Compositional Concept Learning ACL 2021 Z-Score Normalization, Hubness, and Few-Shot Learning ICCV 2021 3FabRec: Fast Few-Shot Face Alignment by Reconstruction CVPR 2020 A Baseline for Few-Shot Image Classification ICLR 2020