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

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12

24

14

20

29

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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

'5

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Papers (including subtopics)

Composition-Incremental Learning for Compositional Generalization AAAI 2026 Concept-Aware LoRA for Domain-Aligned Segmentation Dataset Generation CVPR 2026 ConceptPose: Training-Free Zero-Shot Object Pose Estimation using Concept Vectors CVPR 2026 CONCORD: Concept-Informed Diffusion for Dataset Distillation WACV 2026 Constrained Best Arm Identification with Tests for Feasibility AAAI 2026 Content-aware Information Compression and Selection for Whole Slide Image Analysis AAAI 2026 Continual-learning for Modelling Low-Resource Languages from Large Language Models EACL 2026 Contrasting Local and Global Modeling with Machine Learning and Satellite Data: A Case Study Estimating Tree Canopy Height in African Savannas JMLR 2026 Controllable Federated Prompt Learning at Test Time CVPR 2026 Convergence of Continual Learning in Homogeneous Deep Networks COLT 2026 COODetect at SemEval-2026 Task 13: Unsupervised Latent Domain Adaptation for Out-of-Distribution AI Code Detection SemEval 2026 CORA: Consistency-Guided Semi-Supervised Framework for Reasoning Segmentation WACV 2026 CoRE-Learning with Look-Ahead and Immediate Resource Allocation AAAI 2026 Co-STAR: Collaborative Curriculum Self-Training with Adaptive Regularization for Source-Free Video Domain Adaptation WACV 2026 Could language models win the International Linguistics Olympiad? CoNLL 2026 Counterfactual-Driven Zero-Shot Classifier Expansion AAAI 2026 Coverage Optimization for Camera View Selection CVPR 2026 COVR: Collaborative Optimization of VLMs and RL Agent for Visual-Based Control AAAI 2026 Crafting Descriptive Information for a Zero-shot Method to Improve Knowledge-Based Visual Question Answering Performance WACV 2026 Critical Patch-Aware Sparse Prompting with Decoupled Training for Continual Learning on the Edge CVPR 2026 Cross-Architecture Adaptation: Cloud-Edge Continual Test-Time Adaptation with Dynamic Sampling and Heterogeneous Distillation CVPR 2026 Cross-Domain Few-Shot Learning via Multi-View Collaborative Optimization with Vision-Language Models AAAI 2026 Cross-domain Joint Learning with Prototype-guided Mixture-of-Experts for Infrared Moving Small Target Detection AAAI 2026 Cross-Lingual Stability of LLM Judges Under Controlled Generation: Evidence from Finno-Ugric Languages EACL 2026 Cross-Modal Event Encoder: Bridging Image-Text Knowledge to Event Streams WACV 2026