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

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)

Delve into Base-Novel Confusion: Redundancy Exploration for Few-Shot Class-Incremental Learning IJCAI 2024 DEM: Distribution Edited Model for Training with Mixed Data Distributions EMNLP 2024 Democratizing Fine-grained Visual Recognition with Large Language Models ICLR 2024 Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning EMNLP 2024 Demo: Enhancing Wildlife Acoustic Data Annotation Efficiency through Transfer and Active Learning IJCAI 2024 Demonstrating OK-Robot: What Really Matters in Integrating Open-Knowledge Models for Robotics RSS 2024 Demonstration Selection Strategies for Numerical Time Series Data-to-Text EMNLP 2024 DeMuX: Data-efficient Multilingual Learning NAACL 2024 Demystifying Algorithmic Fairness in an Uncertain World AAAI 2024 Demystifying Local & Global Fairness Trade-offs in Federated Learning Using Partial Information Decomposition ICLR 2024 Dendritic Integration Inspired Artificial Neural Networks Capture Data Correlation NeurIPS 2024 Derandomizing Multi-Distribution Learning NeurIPS 2024 Description Boosting for Zero-Shot Entity and Relation Classification ACL 2024 Descriptor and Word Soups: Overcoming the Parameter Efficiency Accuracy Tradeoff for Out-of-Distribution Few-shot Learning CVPR 2024 Designing Informative Metrics for Few-Shot Example Selection ACL 2024 Detect Any Keypoints: An Efficient Light-Weight Few-Shot Keypoint Detector AAAI 2024 Detecting Cybercrimes in Accordance with Pakistani Law: Dataset and Evaluation Using PLMs COLING 2024 DevBench: A multimodal developmental benchmark for language learning NeurIPS 2024 Developing Bilingual English-Setswana Datasets for Space Domain COLING 2024 Developing Design Guidelines for Older Adults with Robot Learning from Demonstration RSS 2024 Device-Wise Federated Network Pruning CVPR 2024 DexGraspNet 2.0: Learning Generative Dexterous Grasping in Large-scale Synthetic Cluttered Scenes CoRL 2024 DGL: Dynamic Global-Local Prompt Tuning for Text-Video Retrieval AAAI 2024 DGPN: A Dual Graph Prototypical Network for Few-Shot Speech Spoofing Algorithm Recognition Interspeech 2024 DGR: A General Graph Desmoothing Framework for Recommendation via Global and Local Perspectives IJCAI 2024