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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2

4

12

24

14

20

29

31

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)

FLEX: Unifying Evaluation for Few-Shot NLP NeurIPS 2021 FL-MSRE: A Few-Shot Learning based Approach to Multimodal Social Relation Extraction AAAI 2021 FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective NeurIPS 2021 FOCAL: Efficient Fully-Offline Meta-Reinforcement Learning via Distance Metric Learning and Behavior Regularization ICLR 2021 Focus on the Positives: Self-Supervised Learning for Biodiversity Monitoring ICCV 2021 Framing Word Sense Disambiguation as a Multi-Label Problem for Model-Agnostic Knowledge Integration EACL 2021 FREE: Feature Refinement for Generalized Zero-Shot Learning ICCV 2021 Free Lunch for Few-shot Learning: Distribution Calibration ICLR 2021 Free-rider Attacks on Model Aggregation in Federated Learning AISTATS 2021 From Generalized Zero-Shot Learning to Long-Tail With Class Descriptors WACV 2021 From Local Structures to Size Generalization in Graph Neural Networks ICML 2021 Frustratingly Simple but Surprisingly Strong: Using Language-Independent Features for Zero-shot Cross-lingual Semantic Parsing EMNLP 2021 FST: the FAIR Speech Translation System for the IWSLT21 Multilingual Shared Task ACL 2021 Functionally Regionalized Knowledge Transfer for Low-resource Drug Discovery NeurIPS 2021 Function Contrastive Learning of Transferable Meta-Representations ICML 2021 GAIA: A Transfer Learning System of Object Detection That Fits Your Needs CVPR 2021 Gait Recognition in the Wild: A Benchmark ICCV 2021 Game of Gradients: Mitigating Irrelevant Clients in Federated Learning AAAI 2021 GANcraft: Unsupervised 3D Neural Rendering of Minecraft Worlds ICCV 2021 GCDH@LT-EDI-EACL2021: XLM-RoBERTa for Hope Speech Detection in English, Malayalam, and Tamil EACL 2021 Generalised Task Planning with First-Order Function Approximation CoRL 2021 Generalizable Pedestrian Detection: The Elephant in the Room CVPR 2021 Generalization Bounds For Meta-Learning: An Information-Theoretic Analysis NeurIPS 2021 Generalization Bounds for Meta-Learning via PAC-Bayes and Uniform Stability NeurIPS 2021 Generalization in data-driven models of primary visual cortex ICLR 2021