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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)

UPRE: Zero-Shot Domain Adaptation for Object Detection via Unified Prompt and Representation Enhancement ICCV 2025 Upweighting Easy Samples in Fine-Tuning Mitigates Forgetting ICML 2025 USDC: A Dataset of  ̲User  ̲Stance and  ̲Dogmatism in Long  ̲Conversations ACL 2025 Use Random Selection for Now: Investigation of Few-Shot Selection Strategies in LLM-based Text Augmentation EMNLP 2025 Utilizing Vision-Language Models for Detection of Leaf-Based Diseases in Tomatoes AAAI 2025 UTSK25 at WAT2025 Patent Claims Translation/Evaluation Task AACL 2025 V^2Dial: Unification of Video and Visual Dialog via Multimodal Experts CVPR 2025 Variational Best-of-N Alignment ICLR 2025 Vector-ICL: In-context Learning with Continuous Vector Representations ICLR 2025 VEEF-Multi-LLM: Effective Vocabulary Expansion and Parameter Efficient Finetuning Towards Multilingual Large Language Models COLING 2025 Velocitune: A Velocity-based Dynamic Domain Reweighting Method for Continual Pre-training ACL 2025 Verbalized Representation Learning for Interpretable Few-Shot Generalization ICCV 2025 VERO: Verification and Zero-Shot Feedback Acquisition for Few-Shot Multimodal Aspect-Level Sentiment Classification AAAI 2025 Vertical Federated Learning with Missing Features During Training and Inference ICLR 2025 VFM-Adapter: Adapting Visual Foundation Models for Dense Prediction with Dynamic Hybrid Operation Mapping AAAI 2025 ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis ICCV 2025 Vid2Avatar-Pro: Authentic Avatar from Videos in the Wild via Universal Prior CVPR 2025 Video-Bench: Human-Aligned Video Generation Benchmark CVPR 2025 VideoGameBunny: Towards Vision Assistants for Video Games WACV 2025 VideoICL: Confidence-based Iterative In-context Learning for Out-of-Distribution Video Understanding CVPR 2025 VideoPASTA: 7K Preference Pairs That Matter for Video-LLM Alignment EMNLP 2025 VideoRefer Suite: Advancing Spatial-Temporal Object Understanding with Video LLM CVPR 2025 VideoScene: Distilling Video Diffusion Model to Generate 3D Scenes in One Step CVPR 2025 Vintix: Action Model via In-Context Reinforcement Learning ICML 2025 Virtual CRISPR: Can LLMs Predict CRISPR Screen Results? ACL 2025