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)

Select-and-Evaluate: A Learning Framework for Large-Scale Knowledge Graph Search ACML 2017 Semantically Consistent Regularization for Zero-Shot Recognition CVPR 2017 Semantic Compositional Networks for Visual Captioning CVPR 2017 Semi-supervised Learning with GANs: Manifold Invariance with Improved Inference NeurIPS 2017 SitNet: Discrete Similarity Transfer Network for Zero-shot Hashing IJCAI 2017 Source-Target Similarity Modelings for Multi-Source Transfer Gaussian Process Regression ICML 2017 Speaker Adaptation in DNN-Based Speech Synthesis Using d-Vectors Interspeech 2017 Stacking With Auxiliary Features IJCAI 2017 Stochastic Rank-1 Bandits AISTATS 2017 Style Transfer from Non-Parallel Text by Cross-Alignment NeurIPS 2017 Subset Selection and Summarization in Sequential Data NeurIPS 2017 Successor Features for Transfer in Reinforcement Learning NeurIPS 2017 The LENA System Applied to Swedish: Reliability of the Adult Word Count Estimate Interspeech 2017 Tomography of the London Underground: a Scalable Model for Origin-Destination Data NeurIPS 2017 Towards A Relational Approach For Tool Creation By Robots IJCAI 2017 Trading off Rewards and Errors in Multi-Armed Bandits AISTATS 2017 Training recurrent networks to generate hypotheses about how the brain solves hard navigation problems NeurIPS 2017 Transfer Learning and Distillation Techniques to Improve the Acoustic Modeling of Low Resource Languages Interspeech 2017 Transferring Semantic Roles Using Translation and Syntactic Information IJCNLP 2017 Translating Neuralese ACL 2017 Understanding How Feature Structure Transfers in Transfer Learning IJCAI 2017 Unsupervised Cross-Lingual Scaling of Political Texts EACL 2017 Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data NeurIPS 2017 Unsupervised Pixel-Level Domain Adaptation With Generative Adversarial Networks CVPR 2017 Using Context Information for Dialog Act Classification in DNN Framework EMNLP 2017