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)

Neural Semantic Parsing in Low-Resource Settings with Back-Translation and Meta-Learning AAAI 2020 Neural Topological SLAM for Visual Navigation CVPR 2020 Neural Transduction for Multilingual Lexical Translation COLING 2020 Neural Unsupervised Domain Adaptation in NLP—A Survey COLING 2020 NEVAE: A Deep Generative Model for Molecular Graphs JMLR 2020 Never Stop Learning: The Effectiveness of Fine-Tuning in Robotic Reinforcement Learning CoRL 2020 New Insights into Cross-Document Event Coreference: Systematic Comparison and a Simplified Approach ACL 2020 NIT_COVID-19 at WNUT-2020 Task 2: Deep Learning Model RoBERTa for Identify Informative COVID-19 English Tweets EMNLP 2020 NLP@JUST at SemEval-2020 Task 4: Ensemble Technique for BERT and Roberta to Evaluate Commonsense Validation SemEval 2020 NLPRL at WNUT-2020 Task 2: ELMo-based System for Identification of COVID-19 Tweets EMNLP 2020 NLP Service APIs and Models for Efficient Registration of New Clients EMNLP 2020 Node Classification on Graphs with Few-Shot Novel Labels via Meta Transformed Network Embedding NeurIPS 2020 Noise-Aware Fully Webly Supervised Object Detection CVPR 2020 Noisy-Input Entropy Search for Efficient Robust Bayesian Optimization AISTATS 2020 Non-Invasive Classification of Alzheimer’s Disease Using Eye Tracking and Language MLHC 2020 Nonparallel Training of Exemplar-Based Voice Conversion System Using INCA-Based Alignment Technique Interspeech 2020 Nonparametric Motion Retargeting for Humanoid Robots on Shared Latent Space RSS 2020 Normal Assisted Stereo Depth Estimation CVPR 2020 Not All Unlabeled Data are Equal: Learning to Weight Data in Semi-supervised Learning NeurIPS 2020 #NotAWhore! A Computational Linguistic Perspective of Rape Culture and Victimization on Social Media ACL 2020 Not-NUTs at WNUT-2020 Task 2: A BERT-based System in Identifying Informative COVID-19 English Tweets EMNLP 2020 NRC Systems for the 2020 Inuktitut-English News Translation Task EMNLP 2020 NTU_NLP at SemEval-2020 Task 12: Identifying Offensive Tweets Using Hierarchical Multi-Task Learning Approach SemEval 2020 NUT-RC: Noisy User-generated Text-oriented Reading Comprehension COLING 2020 OCEAN: Online Task Inference for Compositional Tasks with Context Adaptation UAI 2020