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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

4
29
67
1,124
2,486
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'10
'15
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'25

Papers (including subtopics)

PokeMQA: Programmable knowledge editing for Multi-hop Question Answering ACL 2024 Policy Adaptation via Language Optimization: Decomposing Tasks for Few-Shot Imitation CoRL 2024 POMP: Probability-driven Meta-graph Prompter for LLMs in Low-resource Unsupervised Neural Machine Translation ACL 2024 Portrait4D: Learning One-Shot 4D Head Avatar Synthesis using Synthetic Data CVPR 2024 Poseidon: Efficient Foundation Models for PDEs NeurIPS 2024 Position: Foundation Agents as the Paradigm Shift for Decision Making ICML 2024 Position: Graph Foundation Models Are Already Here ICML 2024 Positive-Unlabeled Learning by Latent Group-Aware Meta Disambiguation CVPR 2024 PPEA-Depth: Progressive Parameter-Efficient Adaptation for Self-Supervised Monocular Depth Estimation AAAI 2024 PPPR: Portable Plug-in Prompt Refiner for Text to Audio Generation Interspeech 2024 PPTSER: A Plug-and-Play Tag-guided Method for Few-shot Semantic Entity Recognition on Visually-rich Documents ACL 2024 Practical Bayesian Algorithm Execution via Posterior Sampling NeurIPS 2024 Practice Makes Perfect: Planning to Learning Skill Parameter Policies RSS 2024 PreAlign: Boosting Cross-Lingual Transfer by Early Establishment of Multilingual Alignment EMNLP 2024 Predicting Client Emotions and Therapist Interventions in Psychotherapy Dialogues EACL 2024 Predicting Item Difficulty and Item Response Time with Scalar-mixed Transformer Encoder Models and Rational Network Regression Heads NAACL 2024 Pre-DyGAE: Pre-training Enhanced Dynamic Graph Autoencoder for Occupational Skill Demand Forecasting IJCAI 2024 Preference Learning Algorithms Do Not Learn Preference Rankings NeurIPS 2024 Pre-trained Feature Fusion and Matching for Mild Cognitive Impairment Detection Interspeech 2024 Pre-trained Gaussian Processes for Bayesian Optimization JMLR 2024 Pre-trained Language Models Do Not Help Auto-regressive Text-to-Image Generation EMNLP 2024 Pre-trained Online Contrastive Learning for Insurance Fraud Detection AAAI 2024 Pretraining Codomain Attention Neural Operators for Solving Multiphysics PDEs NeurIPS 2024 Pre-training data selection for biomedical domain adaptation using journal impact metrics ACL 2024 Pre-training Differentially Private Models with Limited Public Data NeurIPS 2024