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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

4
29
67
1,124
2,486
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'10
'15
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'25

Papers (including subtopics)

MCSSME: Multi-Task Contrastive Learning for Semi-supervised Singing Melody Extraction from Polyphonic Music AAAI 2024 MDR: Model-Specific Demonstration Retrieval at Inference Time for In-Context Learning NAACL 2024 Mean Aggregator Is More Robust than Robust Aggregators under Label Poisoning Attacks IJCAI 2024 Mean Teacher DETR with Masked Feature Alignment: A Robust Domain Adaptive Detection Transformer Framework AAAI 2024 Measuring Cross-lingual Transfer in Bytes NAACL 2024 Measuring the Robustness of NLP Models to Domain Shifts EMNLP 2024 MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning ACL 2024 MedCare: Advancing Medical LLMs through Decoupling Clinical Alignment and Knowledge Aggregation EMNLP 2024 Medical Vision-Language Pre-Training for Brain Abnormalities COLING 2024 MediFact at MEDIQA-CORR 2024: Why AI Needs a Human Touch NAACL 2024 MedINST: Meta Dataset of Biomedical Instructions EMNLP 2024 MEDs for PETs: Multilingual Euphemism Disambiguation for Potentially Euphemistic Terms EACL 2024 MEDVOC: Vocabulary Adaptation for Fine-tuning Pre-trained Language Models on Medical Text Summarization IJCAI 2024 MEFT: Memory-Efficient Fine-Tuning through Sparse Adapter ACL 2024 MELT: Materials-aware Continued Pre-training for Language Model Adaptation to Materials Science EMNLP 2024 MemeMind at ArAIEval Shared Task: Spotting Persuasive Spans in Arabic Text with Persuasion Techniques Identification ACL 2024 MeMo: Meaningful, Modular Controllers via Noise Injection NeurIPS 2024 Memory-based Adapters for Online 3D Scene Perception CVPR 2024 Memory-Efficient Prompt Tuning for Incremental Histopathology Classification AAAI 2024 MEND: Meta Demonstration Distillation for Efficient and Effective In-Context Learning ICLR 2024 MentalRiskES: A New Corpus for Early Detection of Mental Disorders in Spanish COLING 2024 MERA: A Comprehensive LLM Evaluation in Russian ACL 2024 MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training ICLR 2024 MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models NeurIPS 2024 MetaCoCo: A New Few-Shot Classification Benchmark with Spurious Correlation ICLR 2024