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)
Offensive Language Detection on Video Live Streaming Chat
COLING 2020
Offline Imitation Learning with a Misspecified Simulator
NeurIPS 2020
On Adaptivity in Information-Constrained Online Learning
AAAI 2020
On a possibility of gradual model-learning
PGM 2020
On Efficiency in Hierarchical Reinforcement Learning
NeurIPS 2020
One Model, Many Languages: Meta-Learning for Multilingual Text-to-Speech
Interspeech 2020
One-Shot Learning for Long-Tail Visual Relation Detection
AAAI 2020
On Identifying Hashtags in Disaster Twitter Data
AAAI 2020
On Learning Language-Invariant Representations for Universal Machine Translation
ICML 2020
On Leveraging Pretrained GANs for Generation with Limited Data
ICML 2020
Online Batch Decision-Making with High-Dimensional Covariates
AISTATS 2020
Online Depth Learning Against Forgetting in Monocular Videos
CVPR 2020
Online Fast Adaptation and Knowledge Accumulation (OSAKA): a New Approach to Continual Learning
NeurIPS 2020
Online Meta-Critic Learning for Off-Policy Actor-Critic Methods
NeurIPS 2020
Online Parameter-Free Learning of Multiple Low Variance Tasks
UAI 2020
Online Structured Meta-learning
NeurIPS 2020
On Negative Interference in Multilingual Models: Findings and A Meta-Learning Treatment
EMNLP 2020
On the Convergence of FedAvg on Non-IID Data
ICLR 2020
On the Convergence Theory of Gradient-Based Model-Agnostic Meta-Learning Algorithms
AISTATS 2020
On the Cross-lingual Transferability of Monolingual Representations
ACL 2020
On the Global Optimality of Model-Agnostic Meta-Learning
ICML 2020
On the interaction between supervision and self-play in emergent communication
ICLR 2020
On the Interplay Between Fine-tuning and Sentence-level Probing for Linguistic Knowledge in Pre-trained Transformers
EMNLP 2020
On the Iteration Complexity of Hypergradient Computation
ICML 2020
On the Role of Supervision in Unsupervised Constituency Parsing
EMNLP 2020