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)

Leveraging Knowledge Bases in LSTMs for Improving Machine Reading ACL 2017 Link the Head to the "Beak": Zero Shot Learning From Noisy Text Description at Part Precision CVPR 2017 Local Topic Discovery via Boosted Ensemble of Nonnegative Matrix Factorization IJCAI 2017 Low-Rank Embedded Ensemble Semantic Dictionary for Zero-Shot Learning CVPR 2017 Low-Resource Named Entity Recognition with Cross-lingual, Character-Level Neural Conditional Random Fields IJCNLP 2017 LSTM Self-Supervision for Detailed Behavior Analysis CVPR 2017 MarrNet: 3D Shape Reconstruction via 2.5D Sketches NeurIPS 2017 Maximum Expected Likelihood Estimation for Zero-resource Neural Machine Translation IJCAI 2017 Meta Networks ICML 2017 Mind the Class Weight Bias: Weighted Maximum Mean Discrepancy for Unsupervised Domain Adaptation CVPR 2017 Minimax rates for cost-sensitive learning on manifolds with approximate nearest neighbours ALT 2017 Mismatched Crowdsourcing from Multiple Annotator Languages for Recognizing Zero-Resourced Languages: A Nullspace Clustering Approach Interspeech 2017 Modal Consistency based Pre-Trained Multi-Model Reuse IJCAI 2017 Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks ICML 2017 Model Transfer for Tagging Low-resource Languages using a Bilingual Dictionary ACL 2017 Multi-Information Source Optimization NeurIPS 2017 Multilingual Hierarchical Attention Networks for Document Classification IJCNLP 2017 Multi-Modal Imitation Learning from Unstructured Demonstrations using Generative Adversarial Nets NeurIPS 2017 Multimodal Storytelling via Generative Adversarial Imitation Learning IJCAI 2017 Multi-Task Learning for Contextual Bandits NeurIPS 2017 Multi-Task Learning for Speaker-Role Adaptation in Neural Conversation Models IJCNLP 2017 Multi-Task Learning of Keyphrase Boundary Classification ACL 2017 Multi-Task Learning Using Mismatched Transcription for Under-Resourced Speech Recognition Interspeech 2017 Multitask Spectral Learning of Weighted Automata NeurIPS 2017 Multi-Task Structured Prediction for Entity Analysis: Search-Based Learning Algorithms ACML 2017