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)

Neural Points: Point Cloud Representation With Neural Fields for Arbitrary Upsampling CVPR 2022 Neural Processes with Stochastic Attention: Paying more attention to the context dataset ICLR 2022 Neural Tangent Kernel Empowered Federated Learning ICML 2022 Neural Variational Dropout Processes ICLR 2022 NewsClaims: A New Benchmark for Claim Detection from News with Attribute Knowledge EMNLP 2022 Next Point-of-Interest Recommendation with Inferring Multi-step Future Preferences IJCAI 2022 NGU CNLP atWANLP 2022 Shared Task: Propaganda Detection in Arabic EMNLP 2022 NLP-CIC-WFU at SocialDisNER: Disease Mention Extraction in Spanish Tweets Using Transfer Learning and Search by Propagation COLING 2022 NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification NeurIPS 2022 NoisyAnnot@ Causal News Corpus 2022: Causality Detection using Multiple Annotation Decisions EMNLP 2022 Non-Generative Generalized Zero-Shot Learning via Task-Correlated Disentanglement and Controllable Samples Synthesis CVPR 2022 Non-intrusive Speech Quality Assessment with a Multi-Task Learning based Subband Adaptive Attention Temporal Convolutional Neural Network Interspeech 2022 Non-Linear Operator Approximations for Initial Value Problems ICLR 2022 Non-Parametric Domain Adaptation for End-to-End Speech Translation EMNLP 2022 Non-Parametric Word Sense Disambiguation for Historical Languages AACL 2022 Non-stationary Bandits with Knapsacks NeurIPS 2022 No Task Left Behind: Multi-Task Learning of Knowledge Tracing and Option Tracing for Better Student Assessment AAAI 2022 Not to Overfit or Underfit the Source Domains? An Empirical Study of Domain Generalization in Question Answering EMNLP 2022 Object Scene Representation Transformer NeurIPS 2022 Offline Meta-Reinforcement Learning with Online Self-Supervision ICML 2022 Offline Neural Contextual Bandits: Pessimism, Optimization and Generalization ICLR 2022 On Bridging Generic and Personalized Federated Learning for Image Classification ICLR 2022 On Convergence of FedProx: Local Dissimilarity Invariant Bounds, Non-smoothness and Beyond NeurIPS 2022 On-Device Training Under 256KB Memory NeurIPS 2022 On Divergence Measures for Bayesian Pseudocoresets NeurIPS 2022