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

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14

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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)

Graph Differentiable Architecture Search with Structure Learning NeurIPS 2021 Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based Recommendation AAAI 2021 Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation AAAI 2021 Graph Posterior Network: Bayesian Predictive Uncertainty for Node Classification NeurIPS 2021 Graph Traversal with Tensor Functionals: A Meta-Algorithm for Scalable Learning ICLR 2021 Grounded Language Learning Fast and Slow ICLR 2021 Guiding the Growth: Difficulty-Controllable Question Generation through Step-by-Step Rewriting ACL 2021 Handling Overlaps When Lifting Gaussian Bayesian Networks IJCAI 2021 Handwritten Chinese Font Generation With Collaborative Stroke Refinement WACV 2021 Hardness Sampling for Self-Training Based Transductive Zero-Shot Learning CVPR 2021 Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning NeurIPS 2021 Hate Speech Detection Based on Sentiment Knowledge Sharing ACL 2021 HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients ICLR 2021 Heterogeneity for the Win: One-Shot Federated Clustering ICML 2021 Hiding Numerical Vectors in Local Private and Shuffled Messages IJCAI 2021 Hierarchically Integrated Models: Learning to Navigate from Heterogeneous Robots CoRL 2021 Hierarchical Phone Recognition with Compositional Phonetics Interspeech 2021 HieRec: Hierarchical User Interest Modeling for Personalized News Recommendation ACL 2021 Hindsight Task Relabelling: Experience Replay for Sparse Reward Meta-RL NeurIPS 2021 HLA-Face: Joint High-Low Adaptation for Low Light Face Detection CVPR 2021 Holistic Multi-View Building Analysis in the Wild with Projection Pooling AAAI 2021 How2Sign: A Large-Scale Multimodal Dataset for Continuous American Sign Language CVPR 2021 How Fine-Tuning Allows for Effective Meta-Learning NeurIPS 2021 How Important is the Train-Validation Split in Meta-Learning? ICML 2021 How Linguistically Fair Are Multilingual Pre-Trained Language Models? AAAI 2021