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)

Semi-Supervised Bootstrapping of Dialogue State Trackers for Task-Oriented Modelling EMNLP 2019 Semi-supervised Domain Adaptation for Dependency Parsing ACL 2019 Sequence-To-Sequence Domain Adaptation Network for Robust Text Image Recognition CVPR 2019 Set Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks ICML 2019 Shapeglot: Learning Language for Shape Differentiation ICCV 2019 SILCO: Show a Few Images, Localize the Common Object ICCV 2019 Sim2real transfer learning for 3D human pose estimation: motion to the rescue NeurIPS 2019 Simple, Scalable Adaptation for Neural Machine Translation EMNLP 2019 Simplified Neural Unsupervised Domain Adaptation NAACL 2019 Sim-Real Joint Reinforcement Transfer for 3D Indoor Navigation CVPR 2019 Simultaneous Detection and Localization of a Wake-Up Word Using Multi-Task Learning of the Duration and Endpoint Interspeech 2019 Situational Fusion of Visual Representation for Visual Navigation ICCV 2019 Sketching for Latent Dirichlet-Categorical Models AISTATS 2019 SMILe: Scalable Meta Inverse Reinforcement Learning through Context-Conditional Policies NeurIPS 2019 Soft Representation Learning for Sparse Transfer ACL 2019 Sorting Out Lipschitz Function Approximation ICML 2019 Speaker Adaptation for Attention-Based End-to-End Speech Recognition Interspeech 2019 Speaker Adversarial Training of DPGMM-Based Feature Extractor for Zero-Resource Languages Interspeech 2019 Specific and Shared Causal Relation Modeling and Mechanism-Based Clustering NeurIPS 2019 SplitNet: Sim2Sim and Task2Task Transfer for Embodied Visual Navigation ICCV 2019 Spot and Learn: A Maximum-Entropy Patch Sampler for Few-Shot Image Classification CVPR 2019 SpotTune: Transfer Learning Through Adaptive Fine-Tuning CVPR 2019 Stance Detection in Code-Mixed Hindi-English Social Media Data using Multi-Task Learning NAACL 2019 Statistical Learning with a Nuisance Component COLT 2019 Statistical Model Aggregation via Parameter Matching NeurIPS 2019