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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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)

MetaTeacher: Coordinating Multi-Model Domain Adaptation for Medical Image Classification NeurIPS 2022 Meta-ticket: Finding optimal subnetworks for few-shot learning within randomly initialized neural networks NeurIPS 2022 MetaTKG: Learning Evolutionary Meta-Knowledge for Temporal Knowledge Graph Reasoning EMNLP 2022 Meta Value Learning for Fast Policy-Centric Optimal Motion Planning RSS 2022 MetaWeighting: Learning to Weight Tasks in Multi-Task Learning ACL 2022 Meta-XNLG: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and Generation ACL 2022 MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation EMNLP 2022 MicroBERT: Effective Training of Low-resource Monolingual BERTs through Parameter Reduction and Multitask Learning EMNLP 2022 Mimicking the Oracle: An Initial Phase Decorrelation Approach for Class Incremental Learning CVPR 2022 Minimally-Supervised Joint Learning of Event Volitionality and Subject Animacy Classification AAAI 2022 MiQA: A Benchmark for Inference on Metaphorical Questions AACL 2022 MIRA: Mental Imagery for Robotic Affordances CoRL 2022 Misinformation Detection in the Wild: News Source Classification as a Proxy for Non-article Texts EMNLP 2022 Missing Modality meets Meta Sampling (M3S): An Efficient Universal Approach for Multimodal Sentiment Analysis with Missing Modality AACL 2022 MLSLT: Towards Multilingual Sign Language Translation CVPR 2022 Model and Data Transfer for Cross-Lingual Sequence Labelling in Zero-Resource Settings EMNLP 2022 Model-based Lifelong Reinforcement Learning with Bayesian Exploration NeurIPS 2022 Model-based Meta Reinforcement Learning using Graph Structured Surrogate Models and Amortized Policy Search ICML 2022 Modeling Spatio-temporal Neighbourhood for Personalized Point-of-interest Recommendation IJCAI 2022 Model Selection in Batch Policy Optimization ICML 2022 Models Out of Line: A Fourier Lens on Distribution Shift Robustness NeurIPS 2022 Model Zoo: A Growing Brain That Learns Continually ICLR 2022 Modular and Parameter-Efficient Fine-Tuning for NLP Models EMNLP 2022 Modular Flows: Differential Molecular Generation NeurIPS 2022 Molecular Contrastive Learning with Chemical Element Knowledge Graph AAAI 2022