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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)

Henry at BEA 2025 Shared Task: Improving AI Tutor’s Guidance Evaluation Through Context-Aware Distillation ACL 2025 HENT-SRT: Hierarchical Efficient Neural Transducer with Self-Distillation for Joint Speech Recognition and Translation ACL 2025 HePa: Heterogeneous Graph Prompting for All-Level Classification Tasks AAAI 2025 Hephaestus: Improving Fundamental Agent Capabilities of Large Language Models through Continual Pre-Training NAACL 2025 HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning AAAI 2025 Herald: A Natural Language Annotated Lean 4 Dataset ICLR 2025 HERMES: temporal-coHERent long-forM understanding with Episodes and Semantics ICCV 2025 HERO: Human-Feedback Efficient Reinforcement Learning for Online Diffusion Model Finetuning ICLR 2025 HEROS-GAN: Honed-Energy Regularized and Optimal Supervised GAN for Enhancing Accuracy and Range of Low-Cost Accelerometers AAAI 2025 HerWILL@DravidianLangTech 2025: Ensemble Approach for Misogyny Detection in Memes Using Pre-trained Text and Vision Transformers NAACL 2025 HESEIA: A community-based dataset for evaluating social biases in large language models, co-designed in real school settings in Latin America EMNLP 2025 Hessian-Free Online Certified Unlearning ICLR 2025 Hessian Geometry of Latent Space in Generative Models ICML 2025 HeTa: Relation-wise Heterogeneous Graph Foundation Attack Model IJCAI 2025 Heterogeneous Datasets for Unsupervised Image Anomaly Detection WACV 2025 Heterogeneous Federated Learning with Scalable Server Mixture-of-Experts IJCAI 2025 Heterogeneous Graph Neural Network on Semantic Tree AAAI 2025 Heterogeneous Graph Structure Learning through the Lens of Data-generating Processes AISTATS 2025 Heterogeneous Label Shift: Theory and Algorithm ICML 2025 Heterogeneous Prompt-Guided Entity Inferring and Distilling for Scene-Text Aware Cross-Modal Retrieval AAAI 2025 Heterogeneous Skeleton-Based Action Representation Learning CVPR 2025 Heterogeneous Sufficient Dimension Reduction and Subspace Clustering ICML 2025 Heterogeneous Temporal Hypergraph Neural Network IJCAI 2025 Heterophily-Aware Personalized PageRank for Node Classification IJCAI 2025 HetGCoT: Heterogeneous Graph-Enhanced Chain-of-Thought LLM Reasoning for Academic Question Answering EMNLP 2025