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

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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)

Imitating Latent Policies from Observation ICML 2019 Imitation Learning for Human Pose Prediction ICCV 2019 Improving classification of Adverse Drug Reactions through Using Sentiment Analysis and Transfer Learning ACL 2019 Improving Cross-Domain Chinese Word Segmentation with Word Embeddings NAACL 2019 Improving Few-Shot User-Specific Gaze Adaptation via Gaze Redirection Synthesis CVPR 2019 Improving Fine-grained Entity Typing with Entity Linking EMNLP 2019 Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data NAACL 2019 Improving Lemmatization of Non-Standard Languages with Joint Learning NAACL 2019 Improving Neural Machine Translation by Achieving Knowledge Transfer with Sentence Alignment Learning CoNLL 2019 Improving the Generalization of Adversarial Training with Domain Adaptation ICLR 2019 Improving the Performance of Unimodal Dynamic Hand-Gesture Recognition With Multimodal Training CVPR 2019 Incorporating Symbolic Sequential Modeling for Speech Enhancement Interspeech 2019 Incremental Few-Shot Learning for Pedestrian Attribute Recognition IJCAI 2019 Incremental Few-Shot Learning with Attention Attractor Networks NeurIPS 2019 Incremental Scene Synthesis NeurIPS 2019 Induction Networks for Few-Shot Text Classification EMNLP 2019 Infinite Mixture Prototypes for Few-shot Learning ICML 2019 Infinite Task Learning in RKHSs AISTATS 2019 InfoBot: Transfer and Exploration via the Information Bottleneck ICLR 2019 Information asymmetry in KL-regularized RL ICLR 2019 Instance-Level Meta Normalization CVPR 2019 Interactive Attention Transfer Network for Cross-Domain Sentiment Classification AAAI 2019 Interactive Language Learning by Question Answering EMNLP 2019 Interactive Teaching Algorithms for Inverse Reinforcement Learning IJCAI 2019 Introduction to Discourse Relation Parsing and Treebanking (DISRPT): 7th Workshop on Rhetorical Structure Theory and Related Formalisms NAACL 2019