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)

AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning ICML 2018 Banach Wasserstein GAN NeurIPS 2018 Bayesian Model-Agnostic Meta-Learning NeurIPS 2018 Been There, Done That: Meta-Learning with Episodic Recall ICML 2018 Better and Faster: Knowledge Transfer from Multiple Self-supervised Learning Tasks via Graph Distillation for Video Classification IJCAI 2018 Bilevel Programming for Hyperparameter Optimization and Meta-Learning ICML 2018 Bilingual Character Representation for Efficiently Addressing Out-of-Vocabulary Words in Code-Switching Named Entity Recognition ACL 2018 Black Box FDR ICML 2018 Bootstrapping the Performance of Webly Supervised Semantic Segmentation CVPR 2018 Breaking the Curse of Horizon: Infinite-Horizon Off-Policy Estimation NeurIPS 2018 BRUNO: A Deep Recurrent Model for Exchangeable Data NeurIPS 2018 BUT System for Low Resource Indian Language ASR Interspeech 2018 Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering EMNLP 2018 Can Neural Machine Translation be Improved with User Feedback? NAACL 2018 CAS: French Corpus with Clinical Cases EMNLP 2018 Challenges of Using Text Classifiers for Causal Inference EMNLP 2018 Character-level Supervision for Low-resource POS Tagging ACL 2018 CLEAR: Cumulative LEARning for One-Shot One-Class Image Recognition CVPR 2018 Cluster Variational Approximations for Structure Learning of Continuous-Time Bayesian Networks from Incomplete Data NeurIPS 2018 CNN Based Query by Example Spoken Term Detection Interspeech 2018 Co-attention CNNs for Unsupervised Object Co-segmentation IJCAI 2018 COLA: Decentralized Linear Learning NeurIPS 2018 Collaborative and Attentive Learning for Personalized Image Aesthetic Assessment IJCAI 2018 Communication Algorithms via Deep Learning ICLR 2018 Communication Compression for Decentralized Training NeurIPS 2018