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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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)

Knowledge-driven Augmentation and Retrieval for Integrative Temporal Adaptation ACL 2026 Knowledge-Guided Machine Learning: A Paradigm Shift in AI for Science AAAI 2026 Knowledge is Not Enough: Injecting RL Skills for Continual Adaptation ACL 2026 Know Your Neighbors: Subgraph Importance Sampling for Heterophilic Graph Active Learning AAAI 2026 K-STaR: Knowledge-Aware Self-Taught Reasoner AAAI 2026 KyrText: A Multi-Domain Large-Scale Corpus for Kyrgyz Language EACL 2026 L2V-CoT: Cross-Modal Transfer of Chain-of-Thought Reasoning via Latent Intervention AAAI 2026 LaCoMSA: Language-Consistency Multilingual Self-Alignment with Latent Representation Rewarding EACL 2026 LAMDA: Two-Phase HPO via Learning Prior from Low-Fidelity Data AAAI 2026 LangPose: Language-Aligned Motion for Robust 3D Human Pose Estimation WACV 2026 Language Lives in Sparse Dimensions: Toward Interpretable and Efficient Multilingual Control for Large Language Models EACL 2026 LA-Pose: Latent Action Pretraining Meets Pose Estimation CVPR 2026 Large Connectome Model: An fMRI Foundation Model of Brain Connectomes Empowered by Brain-Environment Interaction in Multitask Learning Landscape AAAI 2026 LeanRAG: Knowledge-Graph-Based Generation with Semantic Aggregation and Hierarchical Retrieval AAAI 2026 LeanTutor: Towards a Verified AI Mathematical Proof Tutor AAAI 2026 Learnable Motion-Focused Tokenization for Effective and Efficient Video Unsupervised Domain Adaptation CVPR 2026 Learner-Tailored Program Repair: A Solution Generator with Iterative Edit-Driven Retrieval Enhancement AAAI 2026 Learngene: Inheritable ‘Genes’ in Intelligent Agents (Abstract Reprint) AAAI 2026 Learning 3D Reconstruction with Priors in Test Time CVPR 2026 Learning 3D Representations for Spatial Intelligence from Unposed Multi-View Images CVPR 2026 Learning Compact Latent Space for Representing Neural Signed Distance Functions with High-fidelity Geometry Details AAAI 2026 Learning Diverse Bimanual Dexterous Manipulation Skills from Human Demonstrations AAAI 2026 Learning Droplet Dynamics on Rough Unstructured Surfaces Using Physics-Informed Neural Networks (Student Abstract) AAAI 2026 Learning Effective Sign Features without Text for Gloss-free Sign Language Translation CVPR 2026 Learning Faster with Better Tokens: Parameter-Efficient Vocabulary Adaptation for Specialized Text Summarization ACL 2026