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

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)

Follow-up Question Generation Using Pattern-based Seq2seq with a Small Corpus for Interview Coaching Interspeech 2018 Frame- and Entity-Based Knowledge for Common-Sense Argumentative Reasoning EMNLP 2018 From dictations to clinical reports using machine translation NAACL 2018 Gaussian Process Conditional Density Estimation NeurIPS 2018 Generalizing Tree Probability Estimation via Bayesian Networks NeurIPS 2018 GEP-PG: Decoupling Exploration and Exploitation in Deep Reinforcement Learning Algorithms ICML 2018 Gibson Env: Real-World Perception for Embodied Agents CVPR 2018 GLoMo: Unsupervised Learning of Transferable Relational Graphs NeurIPS 2018 GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding EMNLP 2018 Goal-Oriented Chatbot Dialog Management Bootstrapping with Transfer Learning IJCAI 2018 Gradient-Based Meta-Learning with Learned Layerwise Metric and Subspace ICML 2018 Hardware Conditioned Policies for Multi-Robot Transfer Learning NeurIPS 2018 Hierarchical Deep Generative Models for Multi-Rate Multivariate Time Series ICML 2018 Hierarchical Imitation and Reinforcement Learning ICML 2018 Hierarchical Reinforcement Learning for Zero-shot Generalization with Subtask Dependencies NeurIPS 2018 HOUDINI: Lifelong Learning as Program Synthesis NeurIPS 2018 How emotional are you? Neural Architectures for Emotion Intensity Prediction in Microblogs COLING 2018 Hunter NMT System for WMT18 Biomedical Translation Task: Transfer Learning in Neural Machine Translation EMNLP 2018 Identifying Key Sentences for Precision Oncology Using Semi-Supervised Learning ACL 2018 Imitation Learning from Visual Data with Multiple Intentions ICLR 2018 Importance Weighted Transfer of Samples in Reinforcement Learning ICML 2018 Improved Algorithms for Collaborative PAC Learning NeurIPS 2018 Improved ASR for Under-resourced Languages through Multi-task Learning with Acoustic Landmarks Interspeech 2018 Improve Neural Entity Recognition via Multi-Task Data Selection and Constrained Decoding NAACL 2018 Improving DNNs Trained with Non-Native Transcriptions Using Knowledge Distillation and Target Interpolation Interspeech 2018