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)

Compositional Generalization for Primitive Substitutions EMNLP 2019 Compositional Semantic Parsing across Graphbanks ACL 2019 Compressing Unknown Images With Product Quantizer for Efficient Zero-Shot Classification CVPR 2019 Computer Assisted Annotation of Tension Development in TED Talks through Crowdsourcing EMNLP 2019 Conditional Neural Movement Primitives RSS 2019 Confidence Scoring Using Whitebox Meta-models with Linear Classifier Probes AISTATS 2019 Connecting Weighted Automata and Recurrent Neural Networks through Spectral Learning AISTATS 2019 Consensus Adversarial Domain Adaptation AAAI 2019 Content Modeling for Automated Oral Proficiency Scoring System ACL 2019 Contextual bandits with continuous actions: Smoothing, zooming, and adapting COLT 2019 Contextual Imagined Goals for Self-Supervised Robotic Learning CoRL 2019 Contextualized Cross-Lingual Event Trigger Extraction with Minimal Resources CoNLL 2019 Continual and Multi-Task Architecture Search ACL 2019 Continuous Learning for Large-scale Personalized Domain Classification NAACL 2019 Controllable Unsupervised Text Attribute Transfer via Editing Entangled Latent Representation NeurIPS 2019 Controlled Text Generation for Data Augmentation in Intelligent Artificial Agents EMNLP 2019 Convolutional Sequence Generation for Skeleton-Based Action Synthesis ICCV 2019 Cooperative Pruning in Cross-Domain Deep Neural Network Compression IJCAI 2019 Cost Effective Active Search NeurIPS 2019 Creativity Inspired Zero-Shot Learning ICCV 2019 Cross Attention Network for Few-shot Classification NeurIPS 2019 Cross-City Transfer Learning for Deep Spatio-Temporal Prediction IJCAI 2019 Cross-Corpus Speech Emotion Recognition Using Semi-Supervised Transfer Non-Negative Matrix Factorization with Adaptation Regularization Interspeech 2019 Cross-Cultural Transfer Learning for Text Classification EMNLP 2019 Cross-Domain Adaptation for Animal Pose Estimation ICCV 2019