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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

4
29
67
1,124
2,486
'5
'10
'15
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'25

Papers (including subtopics)

Discarding the Crutches: Adaptive Parameter-Efficient Expert Meta-Learning for Continual Semantic Parsing COLING 2025 DiSCO-3D : Discovering and Segmenting Sub-Concepts from Open-vocabulary Queries in NeRF ICCV 2025 DisCo: Discovering Common Affordance from Large Models for Actionable Part Perception WACV 2025 DisCo-DSO: Coupling Discrete and Continuous Optimization for Efficient Generative Design in Hybrid Spaces AAAI 2025 DisCo: Graph-Based Disentangled Contrastive Learning for Cold-Start Cross-Domain Recommendation AAAI 2025 Discourse Relation Recognition with Language Models Under Different Data Availability EMNLP 2025 DiscoverGPT: Multi-task Fine-tuning Large Language Model for Related Table Discovery NAACL 2025 DiscoVLA: Discrepancy Reduction in Vision, Language, and Alignment for Parameter-Efficient Video-Text Retrieval CVPR 2025 Discrete Latent Plans via Semantic Skill Abstractions ICLR 2025 DisLoRA: Task-specific Low-Rank Adaptation via Orthogonal Basis from Singular Value Decomposition EMNLP 2025 Distillation of Diffusion Features for Semantic Correspondence WACV 2025 Distilled Prompt Learning for Incomplete Multimodal Survival Prediction CVPR 2025 Distilling A Universal Expert from Clustered Federated Learning IJCAI 2025 Distilling Cross-Modal Knowledge into Domain-Specific Retrievers for Enhanced Industrial Document Understanding EMNLP 2025 Distilling Reinforcement Learning Algorithms for In-Context Model-Based Planning ICLR 2025 Distributed Stochastic Bilevel Optimization: Improved Complexity and Heterogeneity Analysis JMLR 2025 Distribution Optimization under Gaussian Hypothesis for Domain Adaptive Semantic Segmentation WACV 2025 DiTASK: Multi-Task Fine-Tuning with Diffeomorphic Transformations CVPR 2025 Divide-Solve-Combine: An Interpretable and Accurate Prompting Framework for Zero-shot Multi-Intent Detection AAAI 2025 Divide-Then-Align: Honest Alignment based on the Knowledge Boundary of RAG ACL 2025 DivScore: Zero-Shot Detection of LLM-Generated Text in Specialized Domains EMNLP 2025 DKE-Research at SemEval-2025 Task 7: A Unified Multilingual Framework for Cross-Lingual and Monolingual Retrieval with Efficient Language-specific Adaptation SemEval 2025 DLCR: A Generative Data Expansion Framework via Diffusion for Clothes-Changing Person Re-ID WACV 2025 DLIR: Spherical Adaptation for Cross-Lingual Knowledge Transfer of Sociological Concepts Alignment EMNLP 2025 DLRG at BHASHA: Task 1 (IndicGEC): A Hybrid Neurosymbolic Approach for Tamil and Malayalam Grammatical Error Correction AACL 2025