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)

BARThez: a Skilled Pretrained French Sequence-to-Sequence Model EMNLP 2021 BASGD: Buffered Asynchronous SGD for Byzantine Learning ICML 2021 Bayesian Adaptation for Covariate Shift NeurIPS 2021 Bayesian decision-making under misspecified priors with applications to meta-learning NeurIPS 2021 Bayesian Experience Reuse for Learning from Multiple Demonstrators IJCAI 2021 Bayesian Few-Shot Classification with One-vs-Each Pólya-Gamma Augmented Gaussian Processes ICLR 2021 Bayesian Model-Agnostic Meta-Learning with Matrix-Valued Kernels for Quality Estimation ACL 2021 BC-Z: Zero-Shot Task Generalization with Robotic Imitation Learning CoRL 2021 Behavior From the Void: Unsupervised Active Pre-Training NeurIPS 2021 Behavior Mimics Distribution: Combining Individual and Group Behaviors for Federated Learning IJCAI 2021 Benchmarking Representation Learning for Natural World Image Collections CVPR 2021 Benchmarking Simulation-Based Inference AISTATS 2021 BERT4GCN: Using BERT Intermediate Layers to Augment GCN for Aspect-based Sentiment Classification EMNLP 2021 BERT based Adverse Drug Effect Tweet Classification NAACL 2021 BERT-based Multi-Task Model for Country and Province Level MSA and Dialectal Arabic Identification EACL 2021 BERTGen: Multi-task Generation through BERT ACL 2021 Best of Both Worlds: Robust Accented Speech Recognition with Adversarial Transfer Learning Interspeech 2021 Between Flexibility and Consistency: Joint Generation of Captions and Subtitles ACL 2021 Beyond Max-Margin: Class Margin Equilibrium for Few-Shot Object Detection CVPR 2021 Beyond Reptile: Meta-Learned Dot-Product Maximization between Gradients for Improved Single-Task Regularization EMNLP 2021 Bias-tolerant Fair Classification ACML 2021 Bias-Variance Reduced Local SGD for Less Heterogeneous Federated Learning ICML 2021 Binocular Mutual Learning for Improving Few-Shot Classification ICCV 2021 Bitions@DravidianLangTech-EACL2021: Ensemble of Multilingual Language Models with Pseudo Labeling for offence Detection in Dravidian Languages EACL 2021 BIT’s system for AutoSimulTrans2021 NAACL 2021