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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
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'25

Papers (including subtopics)

OV-DQUO: Open-Vocabulary DETR with Denoising Text Query Training and Open-World Unknown Objects Supervision AAAI 2025 Overcoming Heterogeneous Data in Federated Medical Vision-Language Pre-training: A Triple-Embedding Model Selector Approach AAAI 2025 Overcoming Lower-Level Constraints in Bilevel Optimization: A Novel Approach with Regularized Gap Functions ICLR 2025 Overlapping Context with Variable-Length Stride Increases Diversity when Training Large Language Model for Code ACL 2025 Overview of the First Workshop on Sign Language Processing (WSLP 2025) AACL 2025 OW-OVD: Unified Open World and Open Vocabulary Object Detection CVPR 2025 OW-VAP: Visual Attribute Parsing for Open World Object Detection ICML 2025 PA3Fed: Period-Aware Adaptive Aggregation for Improved Federated Learning AAAI 2025 PACA: Prespective-Aware Cross-Attention Representation for Zero-Shot Scene Rearrangement WACV 2025 Packing Analysis: Packing Is More Appropriate for Large Models or Datasets in Supervised Fine-tuning ACL 2025 Paid with Models: Optimal Contract Design for Collaborative Machine Learning AAAI 2025 Paired by the Teacher: Turning Unpaired Data into High-Fidelity Pairs for Low-Resource Text Generation EMNLP 2025 Pairwise Prompt-Based Tuning with Parameter Efficient Fast Adaptation for Generalized Zero-Shot Intent Detection NAACL 2025 PALA: Class-imbalanced Graph Domain Adaptation via Prototype-anchored Learning and Alignment IJCAI 2025 PALI-NLP at SemEval 2025 Task 1: Multimodal Idiom Recognition and Alignment SemEval 2025 PAL: Sample-Efficient Personalized Reward Modeling for Pluralistic Alignment ICLR 2025 Pancreatic Cancer Diagnosis System AAAI 2025 PanDA: Towards Panoramic Depth Anything with Unlabeled Panoramas and Mobius Spatial Augmentation CVPR 2025 PaPaGei: Open Foundation Models for Optical Physiological Signals ICLR 2025 ParaICL: Towards Parallel In-Context Learning NAACL 2025 ParamΔ for Direct Mixing: Post-Train Large Language Model At Zero Cost ICLR 2025 Paraphrase-based Contrastive Learning for Sentence Pair Modeling NAACL 2025 Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning ACL 2025 Partial Order-centered Hyperbolic Representation Learning for Few-shot Relation Extraction COLING 2025 Particle-Grid Neural Dynamics for Learning Deformable Object Models from RGB-D Videos RSS 2025