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

'10

'15

'20

'25

Papers (including subtopics)

Offline Meta-Reinforcement Learning with Flow-Based Task Inference and Adaptive Correction of Feature Overgeneralization AAAI 2026 OmniPT: Unleashing the Potential of Large Vision Language Models for Pedestrian Tracking and Understanding AAAI 2026 OnEDIT: Online Editing with Decoupled Implicit Task for Large Language Models AAAI 2026 Online Cross-Modal Hashing with Expanding Label Space AAAI 2026 On the Asymptotics of Self-Supervised Pre-training: Two-Stage M-Estimation and Representation Symmetry COLT 2026 On Token's Dilemma: Dynamic MoE with Drift-Aware Token Assignment for Continual Learning of Large Vision Language Models CVPR 2026 On Transportability for Structural Causal Bandits UAI 2026 OpenCowID: Zero-Shot Visual Identification of Dairy Cows WACV 2026 Optimal L2 Regularization in High-dimensional Continual Linear Regression ALT 2026 Optimal Look-back Horizon for Time Series Forecasting in Federated Learning AAAI 2026 Optimizing Product Provenance Verification Using Data Valuation Methods AAAI 2026 OPTION: An Online Pricing Strategy for Asynchronous Federated Learning Against Free-Riding Attacks AAAI 2026 ORVIT: Near-Optimal Online Distributionally Robust Reinforcement Learning AAAI 2026 OursFed: Provable Group Fairness-Aware Federated Learning Against Distrust and Fragility AAAI 2026 PAGE: A Unified Approach for Federated Graph Unlearning AAAI 2026 PanDA: Unsupervised Domain Adaptation for Multimodal 3D Panoptic Segmentation in Autonomous Driving CVPR 2026 PandemIQ Llama: A Domain-Adapted Foundation Model for Enhanced Pandemic Intelligence AAAI 2026 PanFoMa: A Lightweight Foundation Model and Benchmark for Pan-Cancer AAAI 2026 Parameter-efficient Continual Learning for Enhancing Plasticity without Forgetting under Limited Model Capacity CVPR 2026 Parameter-, Memory-, Time-Efficient Multi-Task Dense Vision Adaptation AAAI 2026 Pareto-Based Heterogeneous Knowledge Distillation for MLPs on Graphs AAAI 2026 PASs-MoE: Mitigating Misaligned Co-drift among Router and Experts via Pathway Activation Subspaces for Continual Learning ACL 2026 PatchEAD: Unifying Industrial Visual Prompting Frameworks for Patch-Exclusive Anomaly Detection WACV 2026 PDV: Prompt Directional Vectors for Zero-shot Composed Image Retrieval WACV 2026 PEaRL: Pathway-Enhanced Representation Learning for Gene and Pathway Expression Prediction from Histology WACV 2026