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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Papers (including subtopics)

Alfa: Attentive Low-Rank Filter Adaptation for Structure-Aware Cross-Domain Personalized Gaze Estimation AAAI 2026 ALPHA: Action-Based Learning for Pluralistic Human Alignment in Large Language Models AAAI 2026 A Multimodal Framework for Aphasia Severity Classification in Russian EACL 2026 Analogical Structure, Minimal Contextual Cues and Contrastive Distractors: Input Design for Sample-Efficient Linguistic Rule Induction EACL 2026 Anatomically-guided Masked Autoencoder Pre-training for Aneurysm Detection WACV 2026 Anatomy-Grounded Weakly Supervised Prompt Tuning for Chest X-ray Latent Diffusion Models MIDL 2026 Anatomy-VLM: A Fine-grained Vision-Language Model for Medical Interpretation WACV 2026 Annotation-Efficient Vision-Language Model Adaptation to the Polish Language Using the LLaVA Framework EACL 2026 Anomaly-Related Residual Fields for Cross-domain Anomaly Detection CVPR 2026 Any Detector Can Detect Anything WACV 2026 Arabic Dialect Translation with Small LLMs: Enhancing through Reasoning-Oriented Reinforcement Learning EACL 2026 Arcadia: Toward a Full-Lifecycle Framework for Embodied Lifelong Learning CVPR 2026 ArchetypeTrader: Reinforcement Learning for Selecting and Refining Learnable Strategic Archetypes in Quantitative Trading AAAI 2026 Asymmetric Cross-Modal Knowledge Distillation: Bridging Modalities with Weak Semantic Consistency AAAI 2026 A Theory-Inspired Framework for Few-Shot Cross-Modal Sketch Person Re-Identification AAAI 2026 AtomicVLA: Unlocking the Potential of Atomic Skill Learning in Robots CVPR 2026 Attribute-guided Dynamic Prompt Learning for Graph Neural Networks AAAI 2026 Attribution as Retrieval: Model-Agnostic AI-Generated Image Attribution CVPR 2026 A Unified Convergence Analysis for Semi-Decentralized Learning: Sampled-to-Sampled vs. Sampled-to-All Communication AAAI 2026 A Unified Self-Regulating Training Framework for Federated Deep Reinforcement Learning AAAI 2026 Authorship Attribution in Multilingual Machine-Generated Texts ACL 2026 AutoPP: Towards Automated Product Poster Generation and Optimization AAAI 2026 A-V Representation Learning via Audio Shift Prediction for Multimodal Deepfake Detection and Temporal Localization WACV 2026 AyahVerse at AbjadGenEval Shared Task: Monolingual Precision and Cross-Lingual Analysis in Perso-Arabic AI Detection EACL 2026 Bant: Byzantine Antidote via Trial Function and Trust Scores AAAI 2026