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Machine Learning

132,800 papers (10 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Learning Types (56,253) Core Methods (51,083) Optimization & Theory (43,292) Application Areas (34,437) Bayesian & Probabilistic (4,733) Learning Paradigms (2,205)

Papers per year

5
76
533
1,651
11,133
21,167
2000
'5
'10
'15
'20
'25

Papers (including subtopics)

Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence ICML 2025 Model Uncertainty Quantification by Conformal Prediction in Continual Learning ICML 2025 Model Unlearning via Sparse Autoencoder Subspace Guided Projections EMNLP 2025 Moderating the Generalization of Score-based Generative Model ICCV 2025 Moderation Matters: Measuring Conversational Moderation Impact in English as a Second Language Group Discussion ACL 2025 ModernBERT or DeBERTaV3? Examining Architecture and Data Influence on Transformer Encoder Models Performance IJCNLP 2025 Modern Models, Medieval Texts: A POS Tagging Study of Old Occitan NAACL 2025 ModeSeq: Taming Sparse Multimodal Motion Prediction with Sequential Mode Modeling CVPR 2025 MODfinity: Unsupervised Domain Adaptation with Multimodal Information Flow Intertwining CVPR 2025 MoDification: Mixture of Depths Made Easy NAACL 2025 Modified K-means Algorithm with Local Optimality Guarantees ICML 2025 MODL: Multilearner Online Deep Learning AISTATS 2025 ModRWKV: Transformer Multimodality in Linear Time EMNLP 2025 ModSkill: Physical Character Skill Modularization ICCV 2025 Modular Duality in Deep Learning ICML 2025 Modular Sentence Encoders: Separating Language Specialization from Cross-Lingual Alignment ACL 2025 Modulated Diffusion: Accelerating Generative Modeling with Modulated Quantization ICML 2025 MoE++: Accelerating Mixture-of-Experts Methods with Zero-Computation Experts ICLR 2025 MoEdit: On Learning Quantity Perception for Multi-object Image Editing CVPR 2025 MoE-LPR: Multilingual Extension of Large Language Models Through Mixture-of-Experts with Language Priors Routing AAAI 2025 MoEP: Modular Expert Paths for Sample-Efficient Language Modeling EMNLP 2025 MoEQuant: Enhancing Quantization for Mixture-of-Experts Large Language Models via Expert-Balanced Sampling and Affinity Guidance ICML 2025 MOERL: When Mixture-of-Experts Meet Reinforcement Learning for Adverse Weather Image Restoration ICCV 2025 MoE-SVD: Structured Mixture-of-Experts LLMs Compression via Singular Value Decomposition ICML 2025 MoFE: Mixture of Frozen Experts Architecture NAACL 2025