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

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

'5

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'15

'20

'25

Papers (including subtopics)

Multi-Hierarchical Contrastive Spectral Fusion for Multi-View Clustering CVPR 2026 MultiKD: Backdoor Defense in Federated Graph Learning via Attention-Guided Multi-Teacher Distillation AAAI 2026 Multi-Modal Assistance for Unsupervised Domain Adaptation on Point Cloud 3D Object Detection AAAI 2026 Multimodal Continual Instruction Tuning with Dynamic Gradient Guidance CVPR 2026 Multi-Objective Bilevel Learning AAAI 2026 Multi-Robot Learning from Human Feedback AAAI 2026 Multi-Scale Gaussian-Language Map for Zero-shot Embodied Navigation and Reasoning CVPR 2026 Multi-Task Representation Alignment on Language Understanding: A Mutual Information Perspective ACL 2026 Multi-view Invariance Learning for 3D Scene Graph Pre-training via Collaborative Cross-Modal Regularization AAAI 2026 MuSACo: Multimodal Subject-Specific Selection and Adaptation for Expression Recognition with Co-Training WACV 2026 MUSE: Model-based Uncertainty-aware Similarity Estimation for zero-shot 2D Object Detection and Segmentation WACV 2026 MVAT: Multi-View Aware Teacher for Weakly Supervised 3D Object Detection WACV 2026 NAPP: Noise-Adaptive Prototype Perturbation for Few-Shot Learning WACV 2026 NeuroBridge: Bio-Inspired Self-Supervised EEG-to-Image Decoding via Cognitive Priors and Bidirectional Semantic Alignment AAAI 2026 Neuron-Aware Active Few-Shot Learning for LLMs ACL 2026 NeuronMoE: Efficient Cross-Lingual Extension via Neuron-Guided Mixture-of-Experts EACL 2026 NeuroRule: Bridging Vision and Logic with Differentiable Rule Induction CVPR 2026 Neuro-Symbolic Federated Learning over Heterogeneous Data-Views: A Structured Approach to Distributive EHR Modelling AAAI 2026 No Labels, No Look-Ahead: Unsupervised Online Video Stabilization with Classical Priors CVPR 2026 Not All Tokens Are Meant to Be Forgotten AAAI 2026 NP-MiSR: Neural Process-based Multi-Interest Learning for Session-Based Recommendation AAAI 2026 OASIS: Online Sample Selection for Continual Instruction Tuning ACL 2026 Object-Centric Latent Action Learning AAAI 2026 Oblivionis: A Lightweight Learning and Unlearning Framework for Federated Large Language Models AAAI 2026 Octopus: History-Free Gradient Orthogonalization for Continual Learning in Multimodal Large Language Models CVPR 2026