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

'5

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Papers (including subtopics)

Transferrable Prototypical Networks for Unsupervised Domain Adaptation CVPR 2019 Transferring Knowledge across Learning Processes ICLR 2019 Transferring Knowledge from Discourse to Arguments: A Case Study with Scientific Abstracts ACL 2019 Transfusion: Understanding Transfer Learning for Medical Imaging NeurIPS 2019 Translate-to-Recognize Networks for RGB-D Scene Recognition CVPR 2019 Truly Batch Apprenticeship Learning with Deep Successor Features IJCAI 2019 Truncated Back-propagation for Bilevel Optimization AISTATS 2019 Two Generator Game: Learning to Sample via Linear Goodness-of-Fit Test NeurIPS 2019 UCAM Biomedical Translation at WMT19: Transfer Learning Multi-domain Ensembles ACL 2019 UHH-LT at SemEval-2019 Task 6: Supervised vs. Unsupervised Transfer Learning for Offensive Language Detection SemEval 2019 UM-Adapt: Unsupervised Multi-Task Adaptation Using Adversarial Cross-Task Distillation ICCV 2019 Unbabel’s Participation in the WMT19 Translation Quality Estimation Shared Task ACL 2019 Uncover the Ground-Truth Relations in Distant Supervision: A Neural Expectation-Maximization Framework EMNLP 2019 Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks EMNLP 2019 Universal Multi-Party Poisoning Attacks ICML 2019 Universal Successor Features Approximators ICLR 2019 Unpaired Image-to-Speech Synthesis With Multimodal Information Bottleneck ICCV 2019 Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces AAAI 2019 Unsupervised Curricula for Visual Meta-Reinforcement Learning NeurIPS 2019 Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence Labeling EMNLP 2019 Unsupervised Extraction of Partial Translations for Neural Machine Translation NAACL 2019 Unsupervised Hyper-alignment for Multilingual Word Embeddings ICLR 2019 Unsupervised Learning Helps Supervised Neural Word Segmentation AAAI 2019 Unsupervised Meta-Learning for Few-Shot Image Classification NeurIPS 2019 Unsupervised Morphological Segmentation for Low-Resource Polysynthetic Languages ACL 2019