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

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12

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14

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29

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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

'5

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Papers (including subtopics)

Continually Detection, Rapidly React: Unseen Rumors Detection Based on Continual Prompt-Tuning COLING 2022 Continual Predictive Learning From Videos CVPR 2022 Continual Sequence Generation with Adaptive Compositional Modules ACL 2022 Continual Test-Time Domain Adaptation CVPR 2022 Continual Training of Language Models for Few-Shot Learning EMNLP 2022 Continued Pretraining for Better Zero- and Few-Shot Promptability EMNLP 2022 Continuing Pre-trained Model with Multiple Training Strategies for Emotional Classification ACL 2022 Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations ICML 2022 ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification AAAI 2022 Contrast To Divide: Self-Supervised Pre-Training for Learning With Noisy Labels WACV 2022 Contribution-Aware Federated Learning for Smart Healthcare AAAI 2022 Controllable Dynamic Multi-Task Architectures CVPR 2022 Controllable Lexical Simplification for English EMNLP 2022 Controlling Conditional Language Models without Catastrophic Forgetting ICML 2022 Conversational AI for Positive-sum Retailing under Falsehood Control ACL 2022 Conversational Bots for Psychotherapy: A Study of Generative Transformer Models Using Domain-specific Dialogues ACL 2022 Coordinating Momenta for Cross-Silo Federated Learning AAAI 2022 Coresets for Vertical Federated Learning: Regularized Linear Regression and K-Means Clustering NeurIPS 2022 CoSPA: An improved masked language model with copy mechanism for Chinese spelling correction UAI 2022 Cost-Sensitive Self-Training for Optimizing Non-Decomposable Metrics NeurIPS 2022 Could Giant Pre-trained Image Models Extract Universal Representations? NeurIPS 2022 Counterfactual Recipe Generation: Exploring Compositional Generalization in a Realistic Scenario EMNLP 2022 Coupled Discriminant Subspace Alignment for Cross-database Speech Emotion Recognition Interspeech 2022 Coupled Training for Multi-Source Domain Adaptation WACV 2022 “Covid vaccine is against Covid but Oxford vaccine is made at Oxford!” Semantic Interpretation of Proper Noun Compounds EMNLP 2022