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)

Revisiting the Importance of Encoding Logic Rules in Sentiment Classification EMNLP 2018 Reward learning from human preferences and demonstrations in Atari NeurIPS 2018 Re-Weighted Adversarial Adaptation Network for Unsupervised Domain Adaptation CVPR 2018 R-FCN-3000 at 30fps: Decoupling Detection and Classification CVPR 2018 Sampling Strategies in Siamese Networks for Unsupervised Speech Representation Learning Interspeech 2018 Scalable Hyperparameter Transfer Learning NeurIPS 2018 Scaling up the Automatic Statistician: Scalable Structure Discovery using Gaussian Processes AISTATS 2018 Selecting Machine-Translated Data for Quick Bootstrapping of a Natural Language Understanding System NAACL 2018 Self-Attentive Speaker Embeddings for Text-Independent Speaker Verification Interspeech 2018 Self-Imitation Learning ICML 2018 Self-regulation: Employing a Generative Adversarial Network to Improve Event Detection ACL 2018 Semi-supervised and Active-learning Scenarios: Efficient Acoustic Model Refinement for a Low Resource Indian Language Interspeech 2018 Semi-Supervised Learning with Declaratively Specified Entropy Constraints NeurIPS 2018 SemRegex: A Semantics-Based Approach for Generating Regular Expressions from Natural Language Specifications EMNLP 2018 Similar but not the Same: Word Sense Disambiguation Improves Event Detection via Neural Representation Matching EMNLP 2018 SINAI at IEST 2018: Neural Encoding of Emotional External Knowledge for Emotion Classification EMNLP 2018 SIRIUS-LTG: An Entity Linking Approach to Fact Extraction and Verification EMNLP 2018 Sketch-a-Classifier: Sketch-Based Photo Classifier Generation CVPR 2018 SMASH: One-Shot Model Architecture Search through HyperNetworks ICLR 2018 Somm: Into the Model EMNLP 2018 Source Critical Reinforcement Learning for Transferring Spoken Language Understanding to a New Language COLING 2018 Speaker Adaptation and Adaptive Training for Jointly Optimised Tandem Systems Interspeech 2018 State Abstractions for Lifelong Reinforcement Learning ICML 2018 Structural Causal Bandits: Where to Intervene? NeurIPS 2018 Structured Set Matching Networks for One-Shot Part Labeling CVPR 2018