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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'15

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Papers (including subtopics)

A Hierarchical Multi-Task Approach for Learning Embeddings from Semantic Tasks AAAI 2019 A Hybrid Approach to Acoustic Scene Classification Based on Universal Acoustic Models Interspeech 2019 A Joint Named-Entity Recognizer for Heterogeneous Tag-sets Using a Tag Hierarchy ACL 2019 A Label Informative Wide & Deep Classifier for Patents and Papers EMNLP 2019 A Little Is Enough: Circumventing Defenses For Distributed Learning NeurIPS 2019 All About Structure: Adapting Structural Information Across Domains for Boosting Semantic Segmentation CVPR 2019 A logical-based corpus for cross-lingual evaluation EMNLP 2019 Amalgamating Filtered Knowledge: Learning Task-customized Student from Multi-task Teachers IJCAI 2019 A Meta-Learning Approach for Custom Model Training AAAI 2019 A Meta-MDP Approach to Exploration for Lifelong Reinforcement Learning NeurIPS 2019 Amobee at SemEval-2019 Tasks 5 and 6: Multiple Choice CNN Over Contextual Embedding SemEval 2019 Amortized Bayesian Meta-Learning ICLR 2019 AMP: Adaptive Masked Proxies for Few-Shot Segmentation ICCV 2019 A Multilingual BPE Embedding Space for Universal Sentiment Lexicon Induction ACL 2019 A Multi-Platform Annotation Ecosystem for Domain Adaptation ACL 2019 A Multi-Task Learning Framework for Abstractive Text Summarization AAAI 2019 A Multi-Task Learning Framework for Extracting Bacteria Biotope Information EMNLP 2019 A Multitask Multiple Kernel Learning Algorithm for Survival Analysis with Application to Cancer Biology ICML 2019 ANA at SemEval-2019 Task 3: Contextual Emotion detection in Conversations through hierarchical LSTMs and BERT SemEval 2019 Analysis of Automatic Annotation Suggestions for Hard Discourse-Level Tasks in Expert Domains ACL 2019 Analysis of Multilingual Sequence-to-Sequence Speech Recognition Systems Interspeech 2019 Analyzing Bayesian Crosslingual Transfer in Topic Models NAACL 2019 Analyzing Federated Learning through an Adversarial Lens ICML 2019 Analyzing the use of existing systems for the CLPsych 2019 Shared Task NAACL 2019 An analytic theory of generalization dynamics and transfer learning in deep linear networks ICLR 2019