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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2

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12

24

14

20

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)

Large language models are few-shot clinical information extractors EMNLP 2022 Large-Scale Representation Learning on Graphs via Bootstrapping ICLR 2022 LastResort at SemEval-2022 Task 5: Towards Misogyny Identification using Visual Linguistic Model Ensembles And Task-Specific Pretraining SemEval 2022 Latent Plans for Task-Agnostic Offline Reinforcement Learning CoRL 2022 Late Prompt Tuning: A Late Prompt Could Be Better Than Many Prompts EMNLP 2022 Layer-Wised Model Aggregation for Personalized Federated Learning CVPR 2022 Leaping through Time with Gradient-Based Adaptation for Recommendation AAAI 2022 Learn2Sing 2.0: Diffusion and Mutual Information-Based Target Speaker SVS by Learning from Singing Teacher Interspeech 2022 Learnable Dependency-based Double Graph Structure for Aspect-based Sentiment Analysis COLING 2022 Learnable Multi-Level Frequency Decomposition and Hierarchical Attention Mechanism for Generalized Face Presentation Attack Detection WACV 2022 Learn and Review: Enhancing Continual Named Entity Recognition via Reviewing Synthetic Samples ACL 2022 Learn From Others and Be Yourself in Heterogeneous Federated Learning CVPR 2022 Learn from Relation Information: Towards Prototype Representation Rectification for Few-Shot Relation Extraction NAACL 2022 Learngene: From Open-World to Your Learning Task AAAI 2022 Learn Goal-Conditioned Policy with Intrinsic Motivation for Deep Reinforcement Learning AAAI 2022 Learning Affordance Grounding From Exocentric Images CVPR 2022 Learning an Artificial Language for Knowledge-Sharing in Multilingual Translation EMNLP 2022 Learning and Retrieval from Prior Data for Skill-based Imitation Learning CoRL 2022 Learning-Augmented Algorithms for Online Linear and Semidefinite Programming NeurIPS 2022 Learning Curricula for Humans: An Empirical Study with Puzzles from The Witness IJCAI 2022 Learning curves for continual learning in neural networks: Self-knowledge transfer and forgetting ICLR 2022 Learning Debiased Classifier with Biased Committee NeurIPS 2022 Learning Disentangled Semantic Representations for Zero-Shot Cross-Lingual Transfer in Multilingual Machine Reading Comprehension ACL 2022 Learning Distinctive Margin Toward Active Domain Adaptation CVPR 2022 Learning Expressive Meta-Representations with Mixture of Expert Neural Processes NeurIPS 2022