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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Papers (including subtopics)

Towards Universal Text-to-Speech Interspeech 2020 Towards Zero-Shot Conditional Summarization with Adaptive Multi-Task Fine-Tuning EMNLP 2020 Tracking by Instance Detection: A Meta-Learning Approach CVPR 2020 Tracking the Evolution of Written Language Competence in L2 Spanish Learners ACL 2020 Tracklet Self-Supervised Learning for Unsupervised Person Re-Identification AAAI 2020 Training Keyword Spotting Models on Non-IID Data with Federated Learning Interspeech 2020 Transductive Relation-Propagation Network for Few-shot Learning IJCAI 2020 Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages EMNLP 2020 Transfer Learning Approaches for Streaming End-to-End Speech Recognition System Interspeech 2020 Transfer Learning for Anomaly Detection through Localized and Unsupervised Instance Selection AAAI 2020 Transfer Learning for Improving Singing-Voice Detection in Polyphonic Instrumental Music Interspeech 2020 Transfer Learning from Well-Curated to Less-Resourced Populations with HIV MLHC 2020 Transfer Learning of Articulatory Information Through Phone Information Interspeech 2020 Transfer Learning of the Expressivity Using FLOW Metric Learning in Multispeaker Text-to-Speech Synthesis Interspeech 2020 Transfer Learning via ℓ_1 Regularization NeurIPS 2020 Transfer Learning without Knowing: Reprogramming Black-box Machine Learning Models with Scarce Data and Limited Resources ICML 2020 Transfer Reinforcement Learning Using Output-Gated Working Memory AAAI 2020 Transferring Cross-Domain Knowledge for Video Sign Language Recognition CVPR 2020 Transferring Dense Pose to Proximal Animal Classes CVPR 2020 Transfer Value Iteration Networks AAAI 2020 Transformer Based Multi-Source Domain Adaptation EMNLP 2020 Transformer Models for Drug Adverse Effects Detection from Tweets COLING 2020 Transformers for One-Shot Visual Imitation CoRL 2020 Transformers on Sarcasm Detection with Context ACL 2020 Translation Artifacts in Cross-lingual Transfer Learning EMNLP 2020