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)

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1,566

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Papers (including subtopics)

MFNP: A Meta-optimized Model for Few-shot Next POI Recommendation IJCAI 2021 Micro-Expression Recognition Enhanced by Macro-Expression from Spatial-Temporal Domain IJCAI 2021 MIMOSA: Multi-constraint Molecule Sampling for Molecule Optimization AAAI 2021 MinD at SemEval-2021 Task 6: Propaganda Detection using Transfer Learning and Multimodal Fusion SemEval 2021 Mixed Supervised Object Detection by Transferring Mask Prior and Semantic Similarity NeurIPS 2021 Mixture-Based Feature Space Learning for Few-Shot Image Classification ICCV 2021 mlr3pipelines - Flexible Machine Learning Pipelines in R JMLR 2021 MobILE: Model-Based Imitation Learning From Observation Alone NeurIPS 2021 Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data NeurIPS 2021 Model-based analysis of brain activity reveals the hierarchy of language in 305 subjects EMNLP 2021 Model-Based Visual Planning with Self-Supervised Functional Distances ICLR 2021 Model Fusion for Personalized Learning ICML 2021 Modeling Diagnostic Label Correlation for Automatic ICD Coding NAACL 2021 Modeling the Probabilistic Distribution of Unlabeled Data for One-shot Medical Image Segmentation AAAI 2021 Model Selection for Cross-lingual Transfer EMNLP 2021 Model-sharing Games: Analyzing Federated Learning Under Voluntary Participation AAAI 2021 Modular Gaussian Processes for Transfer Learning NeurIPS 2021 Modularity in Reinforcement Learning via Algorithmic Independence in Credit Assignment ICML 2021 Modular Networks for Compositional Instruction Following NAACL 2021 Monolingual and Cross-Lingual Acceptability Judgments with the Italian CoLA corpus EMNLP 2021 MonoRec: Semi-Supervised Dense Reconstruction in Dynamic Environments From a Single Moving Camera CVPR 2021 Morphable Detector for Object Detection on Demand ICCV 2021 Morphological Segmentation for Seneca NAACL 2021 Moshpit SGD: Communication-Efficient Decentralized Training on Heterogeneous Unreliable Devices NeurIPS 2021 Most: multi-source domain adaptation via optimal transport for student-teacher learning UAI 2021