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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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)

Do Clinical Question Answering Systems Really Need Specialised Medical Fine Tuning? EACL 2026 DogFit: Domain-guided Fine-tuning for Efficient Transfer Learning of Diffusion Models AAAI 2026 Domain Generalizable AI Guardrails with Augmented Policy Training ACL 2026 Domain Generalizing DINO for Visual Regression via Latent Distractor Subspace Consistency WACV 2026 DOTGraph: CLIP-Driven Feature Disentanglement and Optimal Transport based Graph Learning for Few-Shot Segmentation WACV 2026 Doubly Debiased Robust Subsampling for Transfer Learning JMLR 2026 DREAM: Dynamic Prompts and GuidedMix for Efficient Continual Adaptation of Visual-Language Models WACV 2026 Dressing the Imagination: A Dataset for AI-Powered Translation of Text into Fashion Outfits and A Novel NeRA Adapter for Enhanced Feature Adaptation WACV 2026 DS2-Instruct: Domain-Specific Data Synthesis for Large Language Models Instruction Tuning EACL 2026 Dual-Channel Learning Framework for Zero-Shot CircRNA-miRNA Interaction Prediction via State Space Modeling AAAI 2026 Dual-Estimator: Decoupling Global and Local Semantic Shift for Drift Compensation in Class-Incremental Learning CVPR 2026 Dual-Geometry Graph Network: Unifying Local and Global Priors for Few-Shot Learning AAAI 2026 Dual-Horizon Interest Model for Unified Search and Recommendation AAAI 2026 Dual-level Adapter Boosting Prompt-free Curvilinear Structure Segmentation CVPR 2026 Dual-Path Knowledge-Augmented Contrastive Alignment Network for Spatially Resolved Transcriptomics AAAI 2026 DuoKD: Dual Knowledge Distillation from Large Language Models for Robust Graph Neural Networks AAAI 2026 Duplex Rewards Optimization for Test-Time Composed Image Retrieval AAAI 2026 DuPLUS: Dual-Prompt Vision-Language Model for Universal Medical Image Segmentation and Prognosis WACV 2026 Dynamic Cheatsheet: Test-Time Learning with Adaptive Memory EACL 2026 DynamicEarth: How Far Are We from Open-Vocabulary Change Detection? AAAI 2026 Dynamic Geometric Equivariant Network for Full-Atom Antibody Design AAAI 2026 EASE: Practical and Efficient Safety Alignment for Small Language Models AAAI 2026 Efficient Federated Conformal Prediction with Group-Conditional Guarantee UAI 2026 Efficiently Seeking Flat Minima for Better Generalization in Fine-Tuning Large Language Models and Beyond AAAI 2026 Efficient Robot Learning from Diverse Data AAAI 2026