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

3

2

4

12

24

14

20

29

31

32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

'5

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Papers (including subtopics)

Meta-Learning Convolutional Neural Architectures for Multi-Target Concrete Defect Classification With the COncrete DEfect BRidge IMage Dataset CVPR 2019 Meta Learning for Hyperparameter Optimization in Dialogue System Interspeech 2019 Meta Learning for Image Captioning AAAI 2019 Meta-Learning for Low-resource Natural Language Generation in Task-oriented Dialogue Systems IJCAI 2019 Meta-Learning For Stochastic Gradient MCMC ICLR 2019 Meta-Learning Neural Bloom Filters ICML 2019 Meta-Learning Probabilistic Inference for Prediction ICLR 2019 Meta-Learning Representations for Continual Learning NeurIPS 2019 Meta-Learning to Detect Rare Objects ICCV 2019 Meta-learning with differentiable closed-form solvers ICLR 2019 Meta-Learning With Differentiable Convex Optimization CVPR 2019 Meta-Learning with Implicit Gradients NeurIPS 2019 Meta-Learning with Latent Embedding Optimization ICLR 2019 Meta Learning with Relational Information for Short Sequences NeurIPS 2019 Meta R-CNN: Towards General Solver for Instance-Level Low-Shot Learning ICCV 2019 Meta Reinforcement Learning with Task Embedding and Shared Policy IJCAI 2019 Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs EMNLP 2019 Meta-Sim: Learning to Generate Synthetic Datasets ICCV 2019 Meta-Transfer Learning for Few-Shot Learning CVPR 2019 Meta-Weighted Gaussian Process Experts for Personalized Forecasting of AD Cognitive Changes MLHC 2019 Meta-World: A Benchmark and Evaluation for Multi-Task and Meta Reinforcement Learning CoRL 2019 MIDAS@SMM4H-2019: Identifying Adverse Drug Reactions and Personal Health Experience Mentions from Twitter ACL 2019 MineRL: A Large-Scale Dataset of Minecraft Demonstrations IJCAI 2019 Mitigating Gender and L1 Differences to Improve State and Trait Recognition Interspeech 2019 MITRE at SemEval-2019 Task 5: Transfer Learning for Multilingual Hate Speech Detection SemEval 2019