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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)

Debate Helps Weak-to-Strong Generalization AAAI 2025 Debate, Reflect, and Distill: Multi-Agent Feedback with Tree-Structured Preference Optimization for Efficient Language Model Enhancement ACL 2025 DEBATE, TRAIN, EVOLVE: Self‐Evolution of Language Model Reasoning EMNLP 2025 DebGCD: Debiased Learning with Distribution Guidance for Generalized Category Discovery ICLR 2025 Debiased Active Learning with Variational Gradient Rectifier AAAI 2025 Debiased All-in-one Image Restoration with Task Uncertainty Regularization AAAI 2025 Debiased Curriculum Adaptation for Safe Transfer Learning in Chest X-ray Classification ICCV 2025 Debiased Distillation for Consistency Regularization AAAI 2025 Debiased Multimodal Understanding for Human Language Sequences AAAI 2025 Debiased Teacher for Day-to-Night Domain Adaptive Object Detection ICCV 2025 Debiasify: Self-Distillation for Unsupervised Bias Mitigation WACV 2025 Debiasing 6-DOF IMU via Hierarchical Learning of Continuous Bias Dynamics RSS 2025 Debiasing by obfuscating with 007-classifiers promotes fairness in multi-community settings COLING 2025 Debiasing Federated Learning with Correlated Client Participation ICLR 2025 Debiasing Large Language Models in Thai Political Stance Detection via Counterfactual Calibration EMNLP 2025 Debiasing Mini-Batch Quadratics for Applications in Deep Learning ICLR 2025 Debiasing Multilingual LLMs in Cross-lingual Latent Space EMNLP 2025 Debiasing Multimodal Large Language Models via Noise-Aware Preference Optimization CVPR 2025 Debiasing Online Preference Learning via Preference Feature Preservation ACL 2025 Debiasing Static Embeddings for Hate Speech Detection ACL 2025 Debiasing the Fine-Grained Classification Task in LLMs with Bias-Aware PEFT ACL 2025 Debiasing Trace Guidance: Top-down Trace Distillation and Bottom-up Velocity Alignment for Unsupervised Anomaly Detection ICCV 2025 dEBORA: Efficient Bilevel Optimization-based low-Rank Adaptation ICLR 2025 DecAD: Decoupling Anomalies in Latent Space for Multi-Class Unsupervised Anomaly Detection ICCV 2025 DECAF: A Dynamically Extensible Corpus Analysis Framework ACL 2025