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

3

2

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12

24

14

20

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

'5

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Papers (including subtopics)

Mitigating the Modality Gap: Few-Shot Out-of-Distribution Detection with Multi-modal Prototypes and Image Bias Estimation WACV 2026 MizanQA: A Benchmark for Multi-Answer Moroccan Legal QA EACL 2026 MMPG: MoE-based Adaptive Multi-Perspective Graph Fusion for Protein Representation Learning AAAI 2026 Model-free Domain Adaptation for Concealed Multimodal Large-Language Models WACV 2026 Modeling Rapid Contextual Learning in the Visual Cortex with Fast-Weight Deep Autoencoder Networks AAAI 2026 Modeling the Visual Ambiguity of Human Sketches CVPR 2026 Modeling Uncertainty Trends for Timely Retrieval in Dynamic RAG AAAI 2026 MoEC: A Memory-Routed Mixture-of-Experts Controller for Adaptive Minecraft Control ACL 2026 MoEGaze: A Mixture of Experts Approach for Generalizable Gaze Estimation AAAI 2026 Monocular Open Vocabulary Occupancy Prediction for Indoor Scenes CVPR 2026 MonoSAOD: Monocular 3D Object Detection with Sparsely Annotated Label CVPR 2026 Moral Change or Noise? On Problems of Aligning AI with Temporally Unstable Human Feedback AAAI 2026 More Than Memory Savings: Zeroth-Order Optimization Mitigates Forgetting in Continual Learning WACV 2026 MOSAIC: Masked Objective with Selective Adaptation for In-domain Contrastive Learning EACL 2026 MOS: Mitigating Optical-SAR Modality Gap for Cross-Modal Ship Re-Identification CVPR 2026 MPA: Multimodal Prototype Augmentation for Few-Shot Learning AAAI 2026 MPBoCo: Multimodal Prompt-based Boundary-enhanced Continual Framework for Joint Entity and Relation Extraction ACL 2026 MP-ISMoE: Mixed-Precision Interactive Side Mixture-of-Experts for Efficient Transfer Learning AAAI 2026 MrCoM: A Meta-Regularized World-Model Generalizing Across Multi-Scenarios AAAI 2026 MSAnchor: De Novo Molecular Generation from Mass Spectrometry Data with Anchor-Extended Molecular Scaffolds AAAI 2026 MSCFL: Model Structure-Aware Clustered Federated Learning for System Heterogeneity and Data Drift AAAI 2026 MUFASA: A Multi-Layer Framework for Slot Attention CVPR 2026 Multi-agent In-context Coordination via Decentralized Memory Retrieval AAAI 2026 Multi-dimensional Neural Decoding with Orthogonal Representations for Brain-Computer Interfaces AAAI 2026 Multifaceted Scenario-Aware Hypergraph Learning for Next POI Recommendation AAAI 2026