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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14

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32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

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856

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Papers (including subtopics)

ViG-RAG: Video-aware Graph Retrieval-Augmented Generation via Temporal and Semantic Hybrid Reasoning AAAI 2026 ViLoMem: Agentic Learner with Grow-and-Refine Multimodal Semantic Memory CVPR 2026 VisAffect at MWE-2026 AdMIRe 2: IMMCAN Idiom Multimodal Cross-Attention Network EACL 2026 Vision-informed Semantic Text Alignment for Open-set Recognition in Remote Sensing WACV 2026 Vision-Language Model Guided Source-Free Domain Adaptation via Optimal Transport CVPR 2026 VisPlay: Self-Evolving Vision-Language Models CVPR 2026 VitalDiagnosis: AI-Driven Ecosystem for 24/7 Vital Monitoring and Chronic Disease Management AAAI 2026 VIZOR: Viewpoint-Invariant Zero-Shot Scene Graph Generation for 3D Scene Reasoning WACV 2026 VK-Det: Visual Knowledge Guided Prototype Learning for Open-Vocabulary Aerial Object Detection AAAI 2026 vMFCoOp: Towards Equilibrium on a Unified Hyperspherical Manifold for Prompting Biomedical VLMs AAAI 2026 Weakly-supervised Argument Mining with Boundary Refinement and Relation Denoising EACL 2026 "We Are (Language) Family”: Adapting Transformer models to related minority languages with linguistic data EACL 2026 What Makes Good Instruction-Tuning Data? An In-Context Learning Perspective ACL 2026 What Really Matters for Table LLMs? A Meta-Evaluation of Model and Data Effects EACL 2026 When Privacy Meets Recovery: The Overlooked Half of Surrogate-Driven Privacy Preservation for MLLM Editing AAAI 2026 When Semantic Overlap Is Not Enough: Cross-Lingual Euphemism Transfer Between Turkish and English EACL 2026 Where and What Matters: Sensitivity-Aware Task Vectors for Many-Shot Multimodal In-Context Learning AAAI 2026 White-Balance First, Adjust Later: Cross-Camera Color Constancy via Vision-Language Evaluation CVPR 2026 Why Multimodal In-Context Learning Lags Behind? Unveiling the Inner Mechanisms and Bottlenecks ACL 2026 WildRayZer: Self-supervised Large View Synthesis in Dynamic Environments CVPR 2026 WorldAgen: Unified State-Action Prediction with Test-Time World Model Training AAAI 2026 WorldRFT: Latent World Model Planning with Reinforcement Fine-Tuning for Autonomous Driving AAAI 2026 X-ReID: Multi-granularity Information Interaction for Video-Based Visible-Infrared Person Re-Identification AAAI 2026 You May Speak Freely: Improving the Fine-Grained Visual Recognition Capabilities of Multimodal Large Language Models with Answer Extraction WACV 2026 Zero-Shot Audio-Visual Editing via Cross-Modal Delta Denoising WACV 2026