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)

Pretraining Language Models Using Translationese EMNLP 2024 Pre-training Sequence, Structure, and Surface Features for Comprehensive Protein Representation Learning ICLR 2024 PRIMO: Progressive Induction for Multi-hop Open Rule Generation COLING 2024 Principled Federated Domain Adaptation: Gradient Projection and Auto-Weighting ICLR 2024 Privacy Backdoors: Stealing Data with Corrupted Pretrained Models ICML 2024 Private and Personalized Frequency Estimation in a Federated Setting NeurIPS 2024 Probabilistic Federated Prompt-Tuning with Non-IID and Imbalanced Data NeurIPS 2024 Probe Then Retrieve and Reason: Distilling Probing and Reasoning Capabilities into Smaller Language Models COLING 2024 Probing the Emergence of Cross-lingual Alignment during LLM Training ACL 2024 PROGRAM: PROtotype GRAph Model based Pseudo-Label Learning for Test-Time Adaptation ICLR 2024 Project and Probe: Sample-Efficient Adaptation by Interpolating Orthogonal Features ICLR 2024 Promoting Data and Model Privacy in Federated Learning through Quantized LoRA EMNLP 2024 PromptAD: Learning Prompts with only Normal Samples for Few-Shot Anomaly Detection CVPR 2024 Prompt-Driven Dynamic Object-Centric Learning for Single Domain Generalization CVPR 2024 Prompt Engineering a Prompt Engineer ACL 2024 Prompting-based Synthetic Data Generation for Few-Shot Question Answering COLING 2024 Prompting Explicit and Implicit Knowledge for Multi-hop Question Answering Based on Human Reading Process COLING 2024 Prompting Few-shot Multi-hop Question Generation via Comprehending Type-aware Semantics NAACL 2024 Prompting Large Language Models for Counterfactual Generation: An Empirical Study COLING 2024 Prompting Multi-Modal Image Segmentation with Semantic Grouping AAAI 2024 Prompting open-source and commercial language models for grammatical error correction of English learner text ACL 2024 Prompting Segmentation with Sound Is Generalizable Audio-Visual Source Localizer AAAI 2024 Prompting towards Alleviating Code-Switched Data Scarcity in Under-Resourced Languages with GPT as a Pivot COLING 2024 Prompting Vision Foundation Models for Pathology Image Analysis CVPR 2024 Prompting Whisper for QA-driven Zero-shot End-to-end Spoken Language Understanding Interspeech 2024