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

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

'5

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Papers (including subtopics)

Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large Language Models NAACL 2024 Self-Distillation for Model Stacking Unlocks Cross-Lingual NLU in 200+ Languages EMNLP 2024 Self-Evolving GPT: A Lifelong Autonomous Experiential Learner ACL 2024 Self-Knowledge Distillation for Knowledge Graph Embedding COLING 2024 Self-Play Fine-tuning of Diffusion Models for Text-to-image Generation NeurIPS 2024 Self-Powered LLM Modality Expansion for Large Speech-Text Models EMNLP 2024 Self-Prompting Large Language Models for Zero-Shot Open-Domain QA NAACL 2024 Self-Prompt Mechanism for Few-Shot Image Recognition AAAI 2024 Self-Supervised 3D Human Mesh Recovery from a Single Image with Uncertainty-Aware Learning AAAI 2024 Self-Supervised Adversarial Training via Diverse Augmented Queries and Self-Supervised Double Perturbation NeurIPS 2024 Self-Supervised Alignment with Mutual Information: Learning to Follow Principles without Preference Labels NeurIPS 2024 Self-Supervised Dataset Distillation for Transfer Learning ICLR 2024 Self-Supervised Embeddings for Detecting Individual Symptoms of Depression Interspeech 2024 Self-Supervised Heterogeneous Graph Learning: a Homophily and Heterogeneity View ICLR 2024 Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation Models NeurIPS 2024 Semantically-Prompted Language Models Improve Visual Descriptions NAACL 2024 Semantically-Shifted Incremental Adapter-Tuning is A Continual ViTransformer CVPR 2024 Semantics-aware Motion Retargeting with Vision-Language Models CVPR 2024 Semantic Training Signals Promote Hierarchical Syntactic Generalization in Transformers EMNLP 2024 SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text Detection SemEval 2024 SemiReward: A General Reward Model for Semi-supervised Learning ICLR 2024 Semi-supervised Knowledge Transfer Across Multi-omic Single-cell Data NeurIPS 2024 Semi-Supervised Spoken Language Glossification ACL 2024 SemTra: A Semantic Skill Translator for Cross-Domain Zero-Shot Policy Adaptation AAAI 2024 Sensitivity, Performance, Robustness: Deconstructing the Effect of Sociodemographic Prompting EACL 2024