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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)

Re-Imagining Multimodal Instruction Tuning: A Representation View ICLR 2025 Reinforced In-Context Black-Box Optimization IJCAI 2025 Reinforced IR: A Self-Boosting Framework For Domain-Adapted Information Retrieval ACL 2025 Reinforcement Active Client Selection for Federated Heterogeneous Graph Learning AAAI 2025 Relational Self-Supervised Distillation with Compact Descriptors for Image Copy Detection WACV 2025 Relation-Aware Diffusion for Heterogeneous Graphs with Partially Observed Features ICLR 2025 Relation Extraction or Pattern Matching? Unravelling the Generalisation Limits of Language Models for Biographical RE IJCNLP 2025 Relaxed Recursive Transformers: Effective Parameter Sharing with Layer-wise LoRA ICLR 2025 Release the Powers of Prompt Tuning: Cross-Modality Prompt Transfer ICLR 2025 Reliable and Diverse Hierarchical Adapter for Zero-shot Video Classification IJCAI 2025 RELIC: Enhancing Reward Model Generalization for Low-Resource Indic Languages with Few-Shot Examples EMNLP 2025 ReME: A Data-Centric Framework for Training-Free Open-Vocabulary Segmentation ICCV 2025 ReMedy: Learning Machine Translation Evaluation from Human Preferences with Reward Modeling EMNLP 2025 ReMoGPT: Part-Level Retrieval-Augmented Motion-Language Models AAAI 2025 Remote Blood Pressure Estimation from Facial Videos using Transfer Learning: Leveraging PPG to rPPG Conversion WACV 2025 ReMP: Reusable Motion Prior for Multi-Domain 3D Human Pose Estimation and Motion Inbetweening WACV 2025 RendBEV: Semantic Novel View Synthesis for Self-Supervised Bird's Eye View Segmentation WACV 2025 Replacing Paths with Connection-Biased Attention for Knowledge Graph Completion AAAI 2025 Representation Learning Based Predicate Invention on Knowledge Graphs AAAI 2025 RePST: Language Model Empowered Spatio-Temporal Forecasting via Semantic-Oriented Reprogramming IJCAI 2025 Residual Stream Analysis with Multi-Layer SAEs ICLR 2025 RESQUE: Quantifying Estimator to Task and Distribution Shift for Sustainable Model Reusability AAAI 2025 Retaining and Enhancing Pre-Trained Knowledge in Vision-Language Models with Prompt Ensembling WACV 2025 Re-TASK: Revisiting LLM Tasks from Capability, Skill, and Knowledge Perspectives ACL 2025 Rethinking Byzantine Robustness in Federated Recommendation from Sparse Aggregation Perspective AAAI 2025