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)

Harmonious Teacher for Cross-Domain Object Detection CVPR 2023 Harnessing Dataset Cartography for Improved Compositional Generalization in Transformers EMNLP 2023 Hebbian and Gradient-based Plasticity Enables Robust Memory and Rapid Learning in RNNs ICLR 2023 Helping a Friend or Supporting a Cause? Disentangling Active and Passive Cosponsorship in the U.S. Congress ACL 2023 HETAL: Efficient Privacy-preserving Transfer Learning with Homomorphic Encryption ICML 2023 Heterogeneous Continual Learning CVPR 2023 Heterogeneous Forgetting Compensation for Class-Incremental Learning ICCV 2023 HEVS-TUW at SemEval-2023 Task 8: Ensemble of Language Models and Rule-based Classifiers for Claims Identification and PICO Extraction SemEval 2023 HHU at SemEval-2023 Task 3: An Adapter-based Approach for News Genre Classification SemEval 2023 Hierarchical Apprenticeship Learning for Disease Progression Modeling IJCAI 2023 Hierarchical Gaussian Mixture based Task Generative Model for Robust Meta-Learning NeurIPS 2023 Hierarchical Grammar-Induced Geometry for Data-Efficient Molecular Property Prediction ICML 2023 Hierarchical Multi-Agent Skill Discovery NeurIPS 2023 Hierarchical Prompt Learning for Compositional Zero-Shot Recognition IJCAI 2023 Hierarchical Prompt Learning for Multi-Task Learning CVPR 2023 Hierarchical Relational Learning for Few-Shot Knowledge Graph Completion ICLR 2023 Hierarchical Visual Primitive Experts for Compositional Zero-Shot Learning ICCV 2023 HierVST: Hierarchical Adaptive Zero-shot Voice Style Transfer Interspeech 2023 High-Level Semantic Feature Matters Few-Shot Unsupervised Domain Adaptation AAAI 2023 Hi-LASSIE: High-Fidelity Articulated Shape and Skeleton Discovery From Sparse Image Ensemble CVPR 2023 Hitachi at SemEval-2023 Task 3: Exploring Cross-lingual Multi-task Strategies for Genre and Framing Detection in Online News SemEval 2023 Hitachi at SemEval-2023 Task 4: Exploring Various Task Formulations Reveals the Importance of Description Texts on Human Values SemEval 2023 HiTeA: Hierarchical Temporal-Aware Video-Language Pre-training ICCV 2023 HiT-MDP: Learning the SMDP option framework on MDPs with Hidden Temporal Embeddings ICLR 2023 H-nobs: Achieving Certified Fairness and Robustness in Distributed Learning on Heterogeneous Datasets NeurIPS 2023