conftrace_

Learning Paradigms

14,967 papers (9 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Transfer Learning (8,172) Few-Shot Learning (2,681) Meta-Learning (1,719) Federated Learning (1,560) Zero-Shot Learning (878) Continual Learning (189) Domain Adaptation (184) Self-Supervised Learning (158) Active Learning (154) Multi-Task Learning (145) Semi-Supervised Learning (86) In-Context Learning (53) Unsupervised Learning (53) Domain Generalization (26) Weakly Supervised Learning (23)

Papers per year

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12

24

14

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29

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32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

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Papers (including subtopics)

Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning EMNLP 2020 Few-shot Human Motion Prediction via Learning Novel Motion Dynamics IJCAI 2020 Few-shot Image Generation with Elastic Weight Consolidation NeurIPS 2020 Few-Shot Learning for Opinion Summarization EMNLP 2020 Few-Shot Learning of Part-Specific Probability Space for 3D Shape Segmentation CVPR 2020 FEW-SHOT LEARNING ON GRAPHS VIA SUPER-CLASSES BASED ON GRAPH SPECTRAL MEASURES ICLR 2020 Few-Shot Learning via Embedding Adaptation With Set-to-Set Functions CVPR 2020 Few-Shot Multi-Hop Relation Reasoning over Knowledge Bases EMNLP 2020 Few-shot Natural Language Generation for Task-Oriented Dialog EMNLP 2020 Few Shot Network Compression via Cross Distillation AAAI 2020 Few-Shot Object Detection With Attention-RPN and Multi-Relation Detector CVPR 2020 Few-shot Object Grounding and Mapping for Natural Language Robot Instruction Following CoRL 2020 Few-Shot Open-Set Recognition Using Meta-Learning CVPR 2020 Few-Shot Pill Recognition CVPR 2020 Few-shot Pseudo-Labeling for Intent Detection COLING 2020 Few-shot Relation Extraction via Bayesian Meta-learning on Relation Graphs ICML 2020 Few-Shot Scene Adaptive Crowd Counting Using Meta-Learning WACV 2020 Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network ACL 2020 Few-shot Text Classification with Distributional Signatures ICLR 2020 Few-Shot Text Classification with Edge-Labeling Graph Neural Network-Based Prototypical Network COLING 2020 Few-Shot Video Classification via Temporal Alignment CVPR 2020 Few-shot Visual Learning with Contextual Memory and Fine-grained Calibration IJCAI 2020 FGN: Fully Guided Network for Few-Shot Instance Segmentation CVPR 2020 Findings of the WMT 2020 Shared Tasks in Unsupervised MT and Very Low Resource Supervised MT EMNLP 2020 Finding the Homology of Decision Boundaries with Active Learning NeurIPS 2020