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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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

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Papers (including subtopics)

Improving Sign Language Translation With Monolingual Data by Sign Back-Translation CVPR 2021 Improving Speech Translation by Understanding and Learning from the Auxiliary Text Translation Task ACL 2021 Improving Transferability of Representations via Augmentation-Aware Self-Supervision NeurIPS 2021 Improving Unsupervised Commonsense Reasoning Using Knowledge-Enabled Natural Language Inference EMNLP 2021 Improving Weakly Supervised Lesion Segmentation using Multi-Task Learning MIDL 2021 Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation NAACL 2021 Improving Zero-Shot Cross-lingual Transfer for Multilingual Question Answering over Knowledge Graph NAACL 2021 IMS’ Systems for the IWSLT 2021 Low-Resource Speech Translation Task ACL 2021 Incentive-Aware PAC Learning AAAI 2021 Incorporating Unlabeled Data into Distributionally Robust Learning JMLR 2021 Incremental few-shot learning via vector quantization in deep embedded space ICLR 2021 Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System NAACL 2021 Independent Prototype Propagation for Zero-Shot Compositionality NeurIPS 2021 INDIGO: GNN-Based Inductive Knowledge Graph Completion Using Pair-Wise Encoding NeurIPS 2021 Inference Fusion with Associative Semantics for Unseen Object Detection AAAI 2021 Information theoretic meta learning with Gaussian processes UAI 2021 Instance Level Affinity-Based Transfer for Unsupervised Domain Adaptation CVPR 2021 Integrating Expert ODEs into Neural ODEs: Pharmacology and Disease Progression NeurIPS 2021 Integrating Pre-trained Model into Rule-based Dialogue Management AAAI 2021 Intent Classification and Slot Filling for Privacy Policies ACL 2021 Interacting with Explanations through Critiquing IJCAI 2021 Interesting cross-border news discovery using cross-lingual article linking and document similarity EACL 2021 Interesting Object, Curious Agent: Learning Task-Agnostic Exploration NeurIPS 2021 Intriguing Properties of Vision Transformers NeurIPS 2021 Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning ACL 2021