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)

Consistent MetaReg: Alleviating Intra-task Discrepancy for Better Meta-knowledge IJCAI 2020 Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification with K-Means Features AAAI 2020 Content Provider Dynamics and Coordination in Recommendation Ecosystems NeurIPS 2020 Context-Transformer: Tackling Object Confusion for Few-Shot Detection AAAI 2020 Contextual Bandits with Continuous Actions: Smoothing, Zooming, and Adapting JMLR 2020 Contextualized Translation of Automatically Segmented Speech Interspeech 2020 Continual Adaptation for Efficient Machine Communication CoNLL 2020 Continual Learning for Natural Language Generation in Task-oriented Dialog Systems EMNLP 2020 Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks NeurIPS 2020 Continual Learning With Extended Kronecker-Factored Approximate Curvature CVPR 2020 Continual learning with hypernetworks ICLR 2020 Continuous Meta-Learning without Tasks NeurIPS 2020 Contract Discovery: Dataset and a Few-Shot Semantic Retrieval Challenge with Competitive Baselines EMNLP 2020 Convergence of Meta-Learning with Task-Specific Adaptation over Partial Parameters NeurIPS 2020 Conversation-Aware Filtering of Online Patient Forum Messages COLING 2020 ConveRT: Efficient and Accurate Conversational Representations from Transformers EMNLP 2020 Convolutional Conditional Neural Processes ICLR 2020 Coordinated Joint Multimodal Embeddings for Generalized Audio-Visual Zero-shot Classification and Retrieval of Videos WACV 2020 Corruption-Tolerant Gaussian Process Bandit Optimization AISTATS 2020 CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP IJCAI 2020 Co-Tuning for Transfer Learning NeurIPS 2020 COVID-19 Surveillance through Twitter using Self-Supervised and Few Shot Learning EMNLP 2020 Cross-Domain Adaptation of Spoken Language Identification for Related Languages: The Curious Case of Slavic Languages Interspeech 2020 Cross-Domain Detection via Graph-Induced Prototype Alignment CVPR 2020 Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation ICLR 2020