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

'10

'15

'20

'25

Papers (including subtopics)

Meta-learning Control Variates: Variance Reduction with Limited Data UAI 2023 Meta-learning families of plasticity rules in recurrent spiking networks using simulation-based inference NeurIPS 2023 Meta-Learning for Adaptation of Deep Optical Flow Networks WACV 2023 Meta-Learning for Fast Model Recommendation in Unsupervised Multivariate Time Series Anomaly Detection AutoML 2023 Meta-Learning for Simple Regret Minimization AAAI 2023 Meta Learning in Decentralized Neural Networks: Towards More General AI AAAI 2023 Meta-Learning in Games ICLR 2023 Meta-Learning of Prompt Generation for Lightweight Prompt Engineering on Language-Model-as-a-Service EMNLP 2023 Meta-Learning Online Adaptation of Language Models EMNLP 2023 Meta-learning Parameterized Skills ICML 2023 Meta-Learning the Inductive Bias of Simple Neural Circuits ICML 2023 Meta-Learning with Adjoint Methods AISTATS 2023 Meta-Learning With a Geometry-Adaptive Preconditioner CVPR 2023 Meta-Learning with Neural Bandit Scheduler NeurIPS 2023 MetaModulation: Learning Variational Feature Hierarchies for Few-Shot Learning with Fewer Tasks ICML 2023 Meta Omnium: A Benchmark for General-Purpose Learning-To-Learn CVPR 2023 Meta OOD Learning For Continuously Adaptive OOD Detection ICCV 2023 Meta Optimal Transport ICML 2023 Meta-Personalizing Vision-Language Models To Find Named Instances in Video CVPR 2023 Metaphor Detection with Effective Context Denoising EACL 2023 MetaPortrait: Identity-Preserving Talking Head Generation With Fast Personalized Adaptation CVPR 2023 Meta-prediction Model for Distillation-Aware NAS on Unseen Datasets ICLR 2023 MetaQA: Combining Expert Agents for Multi-Skill Question Answering EACL 2023 Meta-Reinforcement Learning Based on Self-Supervised Task Representation Learning AAAI 2023 MetaReVision: Meta-Learning with Retrieval for Visually Grounded Compositional Concept Acquisition EMNLP 2023