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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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

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Papers (including subtopics)

Adaptive Model Predictive Control by Learning Classifiers L4DC 2022 Adaptive Poincaré Point to Set Distance for Few-Shot Classification AAAI 2022 Adaptive Sampling for Discovery NeurIPS 2022 Adaptive Token-level Cross-lingual Feature Mixing for Multilingual Neural Machine Translation EMNLP 2022 Adaptive Trajectory Prediction via Transferable GNN CVPR 2022 Adaptive Variants of Optimal Feedback Policies L4DC 2022 Adaptor: Objective-Centric Adaptation Framework for Language Models ACL 2022 Adapt to Adaptation: Learning Personalization for Cross-Silo Federated Learning IJCAI 2022 Adapt to Environment Sudden Changes by Learning a Context Sensitive Policy AAAI 2022 AdaRL: What, Where, and How to Adapt in Transfer Reinforcement Learning ICLR 2022 A Database for Modal Semantic Typology NAACL 2022 AdaVocoder: Adaptive Vocoder for Custom Voice Interspeech 2022 AdBERT: An Effective Few Shot Learning Framework for Aligning Tweets to Superbowl Advertisements COLING 2022 Additive Interventions Yield Robust Multi-Domain Machine Translation Models EMNLP 2022 Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation ACL 2022 Addressing Resource Scarcity across Sign Languages with Multilingual Pretraining and Unified-Vocabulary Datasets NeurIPS 2022 A Difference Standardization Method for Mutual Transfer Learning ICML 2022 A Dog Is Passing Over The Jet? A Text-Generation Dataset for Korean Commonsense Reasoning and Evaluation NAACL 2022 Adversarial Branch Architecture Search for Unsupervised Domain Adaptation WACV 2022 Adversarially trained neural representations may already be as robust as corresponding biological neural representations ICML 2022 Adversarial Task Up-sampling for Meta-learning NeurIPS 2022 A Dynamic Meta-Learning Model for Time-Sensitive Cold-Start Recommendations AAAI 2022 A Federated Approach to Predicting Emojis in Hindi Tweets EMNLP 2022 A Few Expert Queries Suffices for Sample-Efficient RL with Resets and Linear Value Approximation NeurIPS 2022 A Few More Examples May Be Worth Billions of Parameters EMNLP 2022