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)

Neural Optimizer Search with Reinforcement Learning ICML 2017 Neural Program Meta-Induction NeurIPS 2017 NITE: A Neural Inductive Teaching Framework for Domain Specific NER EMNLP 2017 One-Shot Imitation Learning NeurIPS 2017 One-Shot Neural Cross-Lingual Transfer for Paradigm Completion ACL 2017 On Gleaning Knowledge from Multiple Domains for Active Learning IJCAI 2017 On Improving Acoustic Models for TORGO Dysarthric Speech Database Interspeech 2017 Online Graph Completion: Multivariate Signal Recovery in Computer Vision CVPR 2017 Online Multitask Relative Similarity Learning IJCAI 2017 On the Linguistic Relevance of Speech Units Learned by Unsupervised Acoustic Modeling Interspeech 2017 Predictive State Recurrent Neural Networks NeurIPS 2017 Prerequisite Relation Learning for Concepts in MOOCs ACL 2017 Program Induction by Rationale Generation: Learning to Solve and Explain Algebraic Word Problems ACL 2017 Prototypical Networks for Few-shot Learning NeurIPS 2017 Q-LDA: Uncovering Latent Patterns in Text-based Sequential Decision Processes NeurIPS 2017 Question Answering through Transfer Learning from Large Fine-grained Supervision Data ACL 2017 Recurrent Neural Aligner: An Encoder-Decoder Neural Network Model for Sequence to Sequence Mapping Interspeech 2017 Regret Analysis for Continuous Dueling Bandit NeurIPS 2017 Regret Bounds for Lifelong Learning AISTATS 2017 Regret Bounds for Transfer Learning in Bayesian Optimisation AISTATS 2017 Reinforcement Learning with a Corrupted Reward Channel IJCAI 2017 Reusing Neural Speech Representations for Auditory Emotion Recognition IJCNLP 2017 Riemannian Optimization for Skip-Gram Negative Sampling ACL 2017 Risk Bounds for Transferring Representations With and Without Fine-Tuning ICML 2017 Robust Online i-Vectors for Unsupervised Adaptation of DNN Acoustic Models: A Study in the Context of Digital Voice Assistants Interspeech 2017