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)

Improvement in Sign Language Translation Using Text CTC Alignment COLING 2025 Improve Vision Language Model Chain-of-thought Reasoning ACL 2025 Improving Accuracy and Calibration via Differentiated Deep Mutual Learning CVPR 2025 Improving Audio Classification by Transitioning from Zero- to Few-Shot Interspeech 2025 Improving Consistency Identification in Task-oriented Dialogue Through Multi-Agent Collaboration IJCAI 2025 Improving Cross Lingual Transfer by Pretraining with Active Forgetting EMNLP 2025 Improving Dialogue State Tracking through Combinatorial Search for In-Context Examples ACL 2025 Improving Federated Domain Generalization Through Dynamical Weights Calculated from Data Influences on Global Model Update AAAI 2025 Improving Generalization in Meta-Learning via Meta-Gradient Augmentation IJCAI 2025 Improving Influence-based Instruction Tuning Data Selection for Balanced Learning of Diverse Capabilities EMNLP 2025 Improving Informally Romanized Language Identification EMNLP 2025 Improving Language Model Distillation through Hidden State Matching ICLR 2025 Improving Low-Resource Morphological Inflection via Self-Supervised Objectives ACL 2025 Improving Multilingual Sign Language Translation with Automatically Clustered Language Family Information COLING 2025 Improving Multimodal Social Media Popularity Prediction via Selective Retrieval Knowledge Augmentation AAAI 2025 Improving Named Entity Recognition for Low-Resource Languages Using Large Language Models: A Ukrainian Case Study ACL 2025 Improving Occupational ISCO Classification of Multilingual Swiss Job Postings with LLM-Refined Training Data ACL 2025 Improving Personalized Search with Regularized Low-Rank Parameter Updates CVPR 2025 Improving Pre-trained Self-Supervised Embeddings Through Effective Entropy Maximization AISTATS 2025 Improving Sentiment Analysis for Ukrainian Social Media Code-Switching Data ACL 2025 Improving Sign Language Understanding with a Multi-Stream Masked Autoencoder Trained on ASL Videos IJCNLP 2025 Improving Zero-Shot Object-Level Change Detection by Incorporating Visual Correspondence WACV 2025 INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge ICLR 2025 Incongruent Multimodal Federated Learning for Medical Vision and Language-based Multi-label Disease Detection AAAI 2025 Inconsistency-Based Federated Active Learning IJCAI 2025