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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32

66

53

67

103

206

482

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1,124

1,566

1,867

2,410

2,658

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Papers (including subtopics)

Trajectory-User Linking via Variational AutoEncoder IJCAI 2018 Transductive Unbiased Embedding for Zero-Shot Learning CVPR 2018 Transfer and Multi-Task Learning for Noun–Noun Compound Interpretation EMNLP 2018 Transfer in Deep Reinforcement Learning Using Successor Features and Generalised Policy Improvement ICML 2018 Transfer Learning Based Progressive Neural Networks for Acoustic Modeling in Statistical Parametric Speech Synthesis Interspeech 2018 Transfer Learning for a Letter-Ngrams to Word Decoder in the Context of Historical Handwriting Recognition with Scarce Resources COLING 2018 Transfer Learning for British Sign Language Modelling COLING 2018 Transfer Learning for Context-Aware Question Matching in Information-seeking Conversations in E-commerce ACL 2018 Transfer Learning for Entity Recognition of Novel Classes COLING 2018 Transfer Learning for Improving Speech Emotion Classification Accuracy Interspeech 2018 Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis NeurIPS 2018 Transfer Learning in Multilingual Neural Machine Translation with Dynamic Vocabulary EMNLP 2018 Transfer Learning on fMRI Datasets AISTATS 2018 Transfer Learning via Learning to Transfer ICML 2018 Transfer Learning with Neural AutoML NeurIPS 2018 Transfer of Deep Reactive Policies for MDP Planning NeurIPS 2018 Transfer of Value Functions via Variational Methods NeurIPS 2018 Transferred Embeddings for Igbo Similarity, Analogy, and Diacritic Restoration Tasks COLING 2018 Transferring from Formal Newswire Domain with Hypernet for Twitter POS Tagging EMNLP 2018 Transition-based Adversarial Network for Cross-lingual Aspect Extraction IJCAI 2018 Transliteration Better than Translation? Answering Code-mixed Questions over a Knowledge Base ACL 2018 Triangular Architecture for Rare Language Translation ACL 2018 Trivial Transfer Learning for Low-Resource Neural Machine Translation EMNLP 2018 Twitter corpus of Resource-Scarce Languages for Sentiment Analysis and Multilingual Emoji Prediction COLING 2018 UKP-Athene: Multi-Sentence Textual Entailment for Claim Verification EMNLP 2018