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)

Stepping Stones to Inductive Synthesis of Low-Level Looping Programs AAAI 2019 Story Ending Prediction by Transferable BERT IJCAI 2019 Strong Baselines for Complex Word Identification across Multiple Languages NAACL 2019 Structured Bayesian Networks: From Inference to Learning with Routes AAAI 2019 Structure Learning with Side Information: Sample Complexity NeurIPS 2019 Structuring Latent Spaces for Stylized Response Generation EMNLP 2019 Sublinear Space Private Algorithms Under the Sliding Window Model ICML 2019 Subtask Gated Networks for Non-Intrusive Load Monitoring AAAI 2019 Subword-Level Language Identification for Intra-Word Code-Switching NAACL 2019 Supervised and Nonlinear Alignment of Two Embedding Spaces for Dictionary Induction in Low Resourced Languages EMNLP 2019 Supervised and Unsupervised Machine Translation for Myanmar-English and Khmer-English EMNLP 2019 Surf at MEDIQA 2019: Improving Performance of Natural Language Inference in the Clinical Domain by Adopting Pre-trained Language Model ACL 2019 Symbolic Inductive Bias for Visually Grounded Learning of Spoken Language ACL 2019 Tackling Long-Tailed Relations and Uncommon Entities in Knowledge Graph Completion EMNLP 2019 TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning CVPR 2019 Taming MAML: Efficient unbiased meta-reinforcement learning ICML 2019 TapNet: Neural Network Augmented with Task-Adaptive Projection for Few-Shot Learning ICML 2019 Target-oriented Opinion Words Extraction with Target-fused Neural Sequence Labeling NAACL 2019 Task2Vec: Task Embedding for Meta-Learning ICCV 2019 Task-Agnostic Dynamics Priors for Deep Reinforcement Learning ICML 2019 Task Agnostic Meta-Learning for Few-Shot Learning CVPR 2019 Task-Conditioned Variational Autoencoders for Learning Movement Primitives CoRL 2019 Taskonomy: Disentangling Task Transfer Learning IJCAI 2019 Task Transfer by Preference-Based Cost Learning AAAI 2019 Teacher algorithms for curriculum learning of Deep RL in continuously parameterized environments CoRL 2019