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

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12

24

14

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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

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Papers (including subtopics)

Self-supervised Label Augmentation via Input Transformations ICML 2020 Self-Supervised Learning for Pairwise Data Refinement AACL 2020 Self-Supervised Learning of Video-Induced Visual Invariances CVPR 2020 Self-Supervised Meta-Learning for Few-Shot Natural Language Classification Tasks EMNLP 2020 Self-Supervised Pre-Training with Acoustic Configurations for Replay Spoofing Detection Interspeech 2020 Self-Supervised Tuning for Few-Shot Segmentation IJCAI 2020 SemEval-2020 Task 3: Graded Word Similarity in Context SemEval 2020 Semi-supervised Category-specific Review Tagging on Indonesian E-Commerce Product Reviews ACL 2020 Semi-supervised Domain Adaptation for Dependency Parsing via Improved Contextualized Word Representations COLING 2020 Semi-Supervised Iterative Approach for Domain-Specific Complaint Detection in Social Media ACL 2020 Semi-Supervised Learning for Few-Shot Image-to-Image Translation CVPR 2020 Semi-Supervised Learning for Multi-Speaker Text-to-Speech Synthesis Using Discrete Speech Representation Interspeech 2020 Semi-Supervised Neural Architecture Search NeurIPS 2020 Semi-supervised URL Segmentation with Recurrent Neural Networks Pre-trained on Knowledge Graph Entities COLING 2020 Sentence Transformers and Bayesian Optimization for Adverse Drug Effect Detection from Twitter COLING 2020 SentiBERT: A Transferable Transformer-Based Architecture for Compositional Sentiment Semantics ACL 2020 Sentiment Classification in Customer Service Dialogue with Topic-Aware Multi-Task Learning AAAI 2020 SentiX: A Sentiment-Aware Pre-Trained Model for Cross-Domain Sentiment Analysis COLING 2020 Sequence-Level Self-Learning with Multiple Hypotheses Interspeech 2020 Sequential Mastery of Multiple Visual Tasks: Networks Naturally Learn to Learn and Forget to Forget CVPR 2020 Sequential Transfer in Reinforcement Learning with a Generative Model ICML 2020 SGAP-Net: Semantic-Guided Attentive Prototypes Network for Few-Shot Human-Object Interaction Recognition AAAI 2020 Shaping Visual Representations with Language for Few-Shot Classification ACL 2020 Shared Space Transfer Learning for analyzing multi-site fMRI data NeurIPS 2020 Sharing Knowledge in Multi-Task Deep Reinforcement Learning ICLR 2020