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

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'15

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'25

Papers (including subtopics)

SegGPT: Towards Segmenting Everything in Context ICCV 2023 Segment Everything Everywhere All at Once NeurIPS 2023 SegPrompt: Using Segmentation Map as a Better Prompt to Finetune Deep Models for Kidney Stone Classification MIDL 2023 SegRCDB: Semantic Segmentation via Formula-Driven Supervised Learning ICCV 2023 Selective Annotation Makes Language Models Better Few-Shot Learners ICLR 2023 Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information EACL 2023 Selective Labeling: How to Radically Lower Data-Labeling Costs for Document Extraction Models EMNLP 2023 Selective Sampling and Imitation Learning via Online Regression NeurIPS 2023 Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning NeurIPS 2023 SelectNoise: Unsupervised Noise Injection to Enable Zero-Shot Machine Translation for Extremely Low-resource Languages EMNLP 2023 Self-Attention Message Passing for Contrastive Few-Shot Learning WACV 2023 Self-Calibrated Cross Attention Network for Few-Shot Segmentation ICCV 2023 Self-Correctable and Adaptable Inference for Generalizable Human Pose Estimation CVPR 2023 Self-Correcting Bayesian Optimization through Bayesian Active Learning NeurIPS 2023 Self-Directed Linear Classification COLT 2023 Self-Evaluation Guided Beam Search for Reasoning NeurIPS 2023 Self-Evolution Learning for Mixup: Enhance Data Augmentation on Few-Shot Text Classification Tasks EMNLP 2023 Self-Guided Noise-Free Data Generation for Efficient Zero-Shot Learning ICLR 2023 Self-Instruct: Aligning Language Models with Self-Generated Instructions ACL 2023 SelfME: Self-Supervised Motion Learning for Micro-Expression Recognition CVPR 2023 Self-Paced Pattern Augmentation for Spoken Term Detection in Zero-Resource Interspeech 2023 Self-regulating Prompts: Foundational Model Adaptation without Forgetting ICCV 2023 Self-Supervised CSF Inpainting for Improved Accuracy Validation of Cortical Surface Analyses MIDL 2023 Self-supervised Graph Disentangled Networks for Review-based Recommendation IJCAI 2023 Self-Supervised Implicit Glyph Attention for Text Recognition CVPR 2023