conftrace_

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

22

43

74

52

76

308

315

348

358

533

570

711

1,481

1,361

1,651

2,440

3,865

5,968

9,301

11,133

13,312

14,452

17,500

20,351

21,167

5,403

2000

'5

'10

'15

'20

'25

Papers (including subtopics)

AdaJudge: Adaptive Multi-Perspective Judging for Reward Modeling ACL 2026 AdaMCoT: Rethinking Cross-Lingual Factual Reasoning Through Adaptive Multilingual Chain-of-Thought AAAI 2026 Adam’s Law: Textual Frequency Law on Large Language Models ACL 2026 AdaPrior: Bayesian-Inspired Adaptive Prior Correction for Long-Tailed Continual Learning CVPR 2026 Adapt-As-You-Walk Through the Clouds: Training-Free Online Test-Time Adaptation of 3D Vision-Language Foundation Models AAAI 2026 Adapt Before Continual Learning AAAI 2026 AdaptBPE: From General Purpose to Specialized Tokenizers EACL 2026 AdaptCLIP: Adapting CLIP for Universal Visual Anomaly Detection AAAI 2026 Adapting Point Cloud Analysis via Multimodal Bayesian Distribution Learning CVPR 2026 Adapting Vision-Language Models for E-commerce Understanding at Scale EACL 2026 Adapting World Models with Latent-State Dynamics Residuals L4DC 2026 Adaptive and Asymptotic Mean-based Subclass Discriminant Analysis AAAI 2026 Adaptive and Context-rich Generative Self-supervised Learning on Graphs AAAI 2026 Adaptive and Robust Watermark for Generative Tabular Data UAI 2026 Adaptive Compute Efficient Learning via Conceptual-Criticality (Student Abstract) AAAI 2026 Adaptive Coreset Selection via Uncertainty-Density for Efficient Spam Detection (Student Abstract) AAAI 2026 Adaptive Cumulative Mass Calibration with Conformal Prediction UAI 2026 Adaptive Data Augmentation with Multi-armed Bandit: Sample-Efficient Embedding Calibration for Implicit Pattern Recognition CVPR 2026 Adaptive Data Flywheel: Applying MAPE Control Loops to AI Agent Improvement EACL 2026 Adaptive Diffusion-based Augmentation for Recommendation AAAI 2026 Adaptive Dynamic Dehazing via Instruction-Driven and Task-Feedback Closed-Loop Optimization for Diverse Downstream Task Adaptation AAAI 2026 Adaptive Evidential Learning for Temporal-Semantic Robustness in Moment Retrieval AAAI 2026 Adaptive Evolutionary Fusion for Multi-View Clustering AAAI 2026 Adaptive Fidelity Estimation for Quantum Programs with Graph-Guided Noise Awareness AAAI 2026 Adaptive Forward Stepwise: A Method for High Sparsity Regression JMLR 2026