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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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)

Investigating Adaptation and Transfer Learning for End-to-End Spoken Language Understanding from Speech Interspeech 2019 Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks EMNLP 2019 Joint Learning of Pre-Trained and Random Units for Domain Adaptation in Part-of-Speech Tagging NAACL 2019 Joint Student-Teacher Learning for Audio-Visual Scene-Aware Dialog Interspeech 2019 Keeping Consistency of Sentence Generation and Document Classification with Multi-Task Learning EMNLP 2019 K for the Price of 1: Parameter-efficient Multi-task and Transfer Learning ICLR 2019 Knowledge Distillation for End-to-End Monaural Multi-Talker ASR System Interspeech 2019 Knowledge Flow: Improve Upon Your Teachers ICLR 2019 Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing AAAI 2019 Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons AAAI 2019 Korean Morphological Analysis with Tied Sequence-to-Sequence Multi-Task Model EMNLP 2019 KU_ai at MEDIQA 2019: Domain-specific Pre-training and Transfer Learning for Medical NLI ACL 2019 L2F/INESC-ID at SemEval-2019 Task 2: Unsupervised Lexical Semantic Frame Induction using Contextualized Word Representations SemEval 2019 Landmark Selection for Zero-shot Learning IJCAI 2019 Language-Agnostic Visual-Semantic Embeddings ICCV 2019 Language Discrimination and Transfer Learning for Similar Languages: Experiments with Feature Combinations and Adaptation NAACL 2019 Larger Norm More Transferable: An Adaptive Feature Norm Approach for Unsupervised Domain Adaptation ICCV 2019 Large-Scale Few-Shot Learning: Knowledge Transfer With Class Hierarchy CVPR 2019 Large-Scale Long-Tailed Recognition in an Open World CVPR 2019 Large-Scale Multi-Label Text Classification on EU Legislation ACL 2019 Large-Scale Transfer Learning for Natural Language Generation ACL 2019 LaSO: Label-Set Operations Networks for Multi-Label Few-Shot Learning CVPR 2019 Latent-Variable Generative Models for Data-Efficient Text Classification EMNLP 2019 Learning a Meta-Solver for Syntax-Guided Program Synthesis ICLR 2019 Learning Auctions with Robust Incentive Guarantees NeurIPS 2019