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)

Self-Supervised Test-Time Learning for Reading Comprehension NAACL 2021 Self-Supervised Video Representation Learning With Meta-Contrastive Network ICCV 2021 Self-training For Few-shot Transfer Across Extreme Task Differences ICLR 2021 Self-training Improves Pre-training for Few-shot Learning in Task-oriented Dialog Systems EMNLP 2021 Self-Training Pre-Trained Language Models for Zero- and Few-Shot Multi-Dialectal Arabic Sequence Labeling EACL 2021 Self-Tuning Bandits over Unknown Covariate-Shifts ALT 2021 Self-Tuning for Data-Efficient Deep Learning ICML 2021 Semantic Aligned Multi-modal Transformer for Vision-LanguageUnderstanding: A Preliminary Study on Visual QA NAACL 2021 Semantic-Aware Knowledge Distillation for Few-Shot Class-Incremental Learning CVPR 2021 Semantic Parsing of Brief and Multi-Intent Natural Language Utterances EACL 2021 Semantic Transportation Prototypical Network for Few-Shot Intent Detection Interspeech 2021 SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation (MCL-WiC) SemEval 2021 Semi-Supervised 3D Hand-Object Poses Estimation With Interactions in Time CVPR 2021 Semi-Supervised Exaggeration Detection of Health Science Press Releases EMNLP 2021 Semi-Supervised Knowledge Amalgamation for Sequence Classification AAAI 2021 Semi-Supervised Learning with Meta-Gradient AISTATS 2021 Semi-supervised Meta-learning for Cross-domain Few-shot Intent Classification ACL 2021 Semi-supervised Relation Extraction via Incremental Meta Self-Training EMNLP 2021 Semi-Supervised Semantic Segmentation With Directional Context-Aware Consistency CVPR 2021 Semi-supervised Sequence Classification through Change Point Detection AAAI 2021 Semi-Supervised Video Deraining With Dynamical Rain Generator CVPR 2021 SentSim: Crosslingual Semantic Evaluation of Machine Translation NAACL 2021 Sequence-to-Sequence Learning for Deep Gaussian Process Based Speech Synthesis Using Self-Attention GP Layer Interspeech 2021 Sequential Causal Imitation Learning with Unobserved Confounders NeurIPS 2021 Sequential End-to-End Intent and Slot Label Classification and Localization Interspeech 2021