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)

Diversity Features Enhanced Prototypical Network for Few-shot Intent Detection IJCAI 2022 Diversity vs. Recognizability: Human-like generalization in one-shot generative models NeurIPS 2022 DMN4: Few-Shot Learning via Discriminative Mutual Nearest Neighbor Neural Network AAAI 2022 Do Bayesian variational autoencoders know what they don’t know? UAI 2022 Document-level Event Factuality Identification via Reinforced Multi-Granularity Hierarchical Attention Networks IJCAI 2022 Do Data-based Curricula Work? ACL 2022 Dodging the Data Bottleneck: Automatic Subtitling with Automatically Segmented ST Corpora AACL 2022 Does Corpus Quality Really Matter for Low-Resource Languages? EMNLP 2022 Does GNN Pretraining Help Molecular Representation? NeurIPS 2022 Does Robustness on ImageNet Transfer to Downstream Tasks? CVPR 2022 Does Utterance entails Intent?: Evaluating Natural Language Inference Based Setup for Few-Shot Intent Detection Interspeech 2022 Domain Adaptation for Arabic Crisis Response EMNLP 2022 Domain Adaptation in Multilingual and Multi-Domain Monolingual Settings for Complex Word Identification ACL 2022 Domain Adaptation meets Individual Fairness. And they get along. NeurIPS 2022 Domain-Adapted BERT-based Models for Nuanced Arabic Dialect Identification and Tweet Sentiment Analysis EMNLP 2022 Domain Agnostic Few-shot Learning for Speaker Verification Interspeech 2022 Domain Alignment Meets Fully Test-Time Adaptation ACML 2022 Domain-aware Intermediate Pretraining for Dementia Detection with Limited Data Interspeech 2022 Domain Generalisation of NMT: Fusing Adapters with Leave-One-Domain-Out Training ACL 2022 Domain Specific Augmentations as Low Cost Teachers for Large Students AACL 2022 DOMINO: Decomposed Mutual Information Optimization for Generalized Context in Meta-Reinforcement Learning NeurIPS 2022 Don’t Drop the Topic - The Role of the Prompt in Argument Identification in Student Writing NAACL 2022 Don’t Start From Scratch: Leveraging Prior Data to Automate Robotic Reinforcement Learning CoRL 2022 Don’t Stop Fine-Tuning: On Training Regimes for Few-Shot Cross-Lingual Transfer with Multilingual Language Models EMNLP 2022 Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches CVPR 2022