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

2

4

12

24

14

20

29

31

32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

'5

'10

'15

'20

'25

Papers (including subtopics)

Remote Sensing for Water Quality: A Multi-Task, Metadata-Driven Hypernetwork Approach IJCAI 2024 Rephrase, Augment, Reason: Visual Grounding of Questions for Vision-Language Models ICLR 2024 Rephrasing Invokes Better Generations for Large Language Models NAACL 2024 Replay-and-Forget-Free Graph Class-Incremental Learning: A Task Profiling and Prompting Approach NeurIPS 2024 RepMatch: Quantifying Cross-Instance Similarities in Representation Space EMNLP 2024 Representation Alignment and Adversarial Networks for Cross-lingual Dependency Parsing EMNLP 2024 Representation Learning with Conditional Information Flow Maximization ACL 2024 Representation Surgery for Multi-Task Model Merging ICML 2024 Reprogramming Pretrained Target-Specific Diffusion Models for Dual-Target Drug Design NeurIPS 2024 Repurposing Holocaust-Related Digital Scholarly Editions to Develop Multilingual Domain-Specific Named Entity Recognition Tools COLING 2024 Re-ReST: Reflection-Reinforced Self-Training for Language Agents EMNLP 2024 Reshaping the Online Data Buffering and Organizing Mechanism for Continual Test-Time Adaptation ECCV 2024 Residual learning and context encoding for adaptive offline-to-online reinforcement learning L4DC 2024 Residual Speaker Representation for One-Shot Voice Conversion Interspeech 2024 Resolving Legalese: A Multilingual Exploration of Negation Scope Resolution in Legal Documents COLING 2024 ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search NeurIPS 2024 Restoring Mycenaean Linear B ‘A&B’ series tablets using supervised and transfer learning ACL 2024 Rethinking Correlation Learning via Label Prior for Open Set Domain Adaptation IJCAI 2024 Rethinking Few-shot 3D Point Cloud Semantic Segmentation CVPR 2024 Rethinking Score Distillation as a Bridge Between Image Distributions NeurIPS 2024 Rethinking the Evaluation of In-Context Learning for LLMs EMNLP 2024 Rethinking the Representation in Federated Unsupervised Learning with Non-IID Data CVPR 2024 Rethinking Weight Decay for Robust Fine-Tuning of Foundation Models NeurIPS 2024 Retrieval-Augmented Diffusion Models for Time Series Forecasting NeurIPS 2024 Retrieval-Augmented Embodied Agents CVPR 2024