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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2

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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

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Papers (including subtopics)

CUNI Basque-to-English Submission in IWSLT18 EMNLP 2018 CUNI Submissions in WMT18 EMNLP 2018 Curriculum Learning by Transfer Learning: Theory and Experiments with Deep Networks ICML 2018 Curriculum Learning for Natural Answer Generation IJCAI 2018 Cycle-Consistent Speech Enhancement Interspeech 2018 Data-Efficient Hierarchical Reinforcement Learning NeurIPS 2018 Data Requirements, Selection and Augmentation for DNN-based Speech Synthesis from Crowdsourced Data Interspeech 2018 DCFEE: A Document-level Chinese Financial Event Extraction System based on Automatically Labeled Training Data ACL 2018 Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing EMNLP 2018 Deep Active Learning for Named Entity Recognition ICLR 2018 Deep Cocktail Network: Multi-Source Unsupervised Domain Adaptation With Category Shift CVPR 2018 Deep Cross-Media Knowledge Transfer CVPR 2018 Deep Face Detector Adaptation Without Negative Transfer or Catastrophic Forgetting CVPR 2018 Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training ICLR 2018 Deep Group-Shuffling Random Walk for Person Re-Identification CVPR 2018 Deep Learning for Depression Detection of Twitter Users NAACL 2018 Deep Neural Networks at the Service of Multilingual Parallel Sentence Extraction COLING 2018 deepSA2018 at SemEval-2018 Task 1: Multi-task Learning of Different Label for Affect in Tweets SemEval 2018 Deep State Space Models for Time Series Forecasting NeurIPS 2018 Deep Temporal-Recurrent-Replicated-Softmax for Topical Trends over Time NAACL 2018 DeFactoNLP: Fact Verification using Entity Recognition, TFIDF Vector Comparison and Decomposable Attention EMNLP 2018 DERE: A Task and Domain-Independent Slot Filling Framework for Declarative Relation Extraction EMNLP 2018 Design Challenges in Named Entity Transliteration COLING 2018 Detach and Adapt: Learning Cross-Domain Disentangled Deep Representation CVPR 2018 Detecting Offensive Tweets in Hindi-English Code-Switched Language ACL 2018