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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32

66

53

67

103

206

482

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1,124

1,566

1,867

2,410

2,658

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856

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Papers (including subtopics)

Data Distribution Distilled Generative Model for Generalized Zero-Shot Recognition AAAI 2024 Data-driven simulator for mechanical circulatory support with domain adversarial neural process L4DC 2024 Data-Efficient Graph Learning AAAI 2024 Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context Learning NeurIPS 2024 Data Valuation and Detections in Federated Learning CVPR 2024 DATS: Difficulty-Aware Task Sampler for Meta-Learning Physics-Informed Neural Networks ICLR 2024 DaVinci at SemEval-2024 Task 9: Few-shot prompting GPT-3.5 for Unconventional Reasoning SemEval 2024 DeakinNLP at BioLaySumm: Evaluating Fine-tuning Longformer and GPT-4 Prompting for Biomedical Lay Summarization ACL 2024 DeBERTa Beats Behemoths: A Comparative Analysis of Fine-Tuning, Prompting, and PEFT Approaches on LegalLensNER EMNLP 2024 Decentralized Directed Collaboration for Personalized Federated Learning CVPR 2024 DECO-Bench: Unified Benchmark for Decoupled Task-Agnostic Synthetic Data Release NeurIPS 2024 Decoding the Narratives: Analyzing Personal Drug Experiences Shared on Reddit ACL 2024 Decomposed Prompt Decision Transformer for Efficient Unseen Task Generalization NeurIPS 2024 Deconstructing In-Context Learning: Understanding Prompts via Corruption COLING 2024 DECOR: Improving Coherence in L2 English Writing with a Novel Benchmark for Incoherence Detection, Reasoning, and Rewriting EMNLP 2024 Decoupled Contrastive Learning for Long-Tailed Recognition AAAI 2024 Decoupling Representation and Knowledge for Few-Shot Intent Classification and Slot Filling AAAI 2024 DeepCalliFont: Few-Shot Chinese Calligraphy Font Synthesis by Integrating Dual-Modality Generative Models AAAI 2024 Deep Exploration of Cross-Lingual Zero-Shot Generalization in Instruction Tuning ACL 2024 Deep Learning Based Named Entity Recognition Models for Recipes COLING 2024 Deep Nonparametric Quantile Regression under Covariate Shift JMLR 2024 DeepPavlov 1.0: Your Gateway to Advanced NLP Models Backed by Transformers and Transfer Learning EMNLP 2024 DeepPavlov at SemEval-2024 Task 8: Leveraging Transfer Learning for Detecting Boundaries of Machine-Generated Texts SemEval 2024 “Define Your Terms” : Enhancing Efficient Offensive Speech Classification with Definition EACL 2024 DeIL: Direct-and-Inverse CLIP for Open-World Few-Shot Learning CVPR 2024