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)

Seizing Critical Learning Periods in Federated Learning AAAI 2022 Selective Token Generation for Few-shot Natural Language Generation COLING 2022 Self-Adaptive Imitation Learning: Learning Tasks with Delayed Rewards from Sub-optimal Demonstrations AAAI 2022 Self-Aware Personalized Federated Learning NeurIPS 2022 Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency Consistency NeurIPS 2022 Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation WACV 2022 Self-Supervised Global-Local Structure Modeling for Point Cloud Domain Adaptation With Reliable Voted Pseudo Labels CVPR 2022 Self-Supervised Knowledge Transfer via Loosely Supervised Auxiliary Tasks WACV 2022 Self-Supervised Learning Through Efference Copies NeurIPS 2022 Self-Supervised Pretraining for Large-Scale Point Clouds NeurIPS 2022 Self-training with Two-phase Self-augmentation for Few-shot Dialogue Generation EMNLP 2022 Semantic-Aligned Fusion Transformer for One-Shot Object Detection CVPR 2022 Semantic Cross Attention for Few-shot Learning ACML 2022 Semantic Feature Discovery with Code Mining and Semantic Type Detection AAAI 2022 Semantic Self-Segmentation for Abstractive Summarization of Long Documents in Low-Resource Regimes AAAI 2022 Sememe Prediction for BabelNet Synsets using Multilingual and Multimodal Information ACL 2022 Semi-FedSER: Semi-supervised Learning for Speech Emotion Recognition On Federated Learning using Multiview Pseudo-Labeling Interspeech 2022 SemiFL: Semi-Supervised Federated Learning for Unlabeled Clients with Alternate Training NeurIPS 2022 Semi-supervised Domain Adaptation for Dependency Parsing with Dynamic Matching Network ACL 2022 Semi-Supervised Few-Shot Learning via Multi-Factor Clustering CVPR 2022 Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog Systems EMNLP 2022 SenPoi at SemEval-2022 Task 10: Point me to your Opinion, SenPoi SemEval 2022 SenSE: A Toolkit for Semantic Change Exploration via Word Embedding Alignment AAAI 2022 Separate What You Describe: Language-Queried Audio Source Separation Interspeech 2022 Seq-2-Seq based Refinement of ASR Output for Spoken Name Capture Interspeech 2022