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)

Stabilizing Spiking Neurons Through Biologically Inspired Polarization AAAI 2026 Stable algorithms Lower Bounds for Estimation from MMSE Discontinuities: Extended Abstract COLT 2026 Stable and Adaptive Fusion for Multi-domain Multi-task Recommendation AAAI 2026 Stable Mean Flow: Lyapunov-Inspired One-Step Flow Matching CVPR 2026 STACK: Adversarial Attacks on LLM Safeguard Pipelines AAAI 2026 Stage-Aware Graph Contrastive Learning with Node-oriented Mixture of Experts AAAI 2026 STAGE: Storyboard-Anchored Generation for Cinematic Multi-shot Narrative CVPR 2026 STAMP: Selective Task-Aware Mechanism for Text Privacy EACL 2026 STAR-1: Safer Alignment of Reasoning LLMs with 1K Data AAAI 2026 STaR: Sensitive Trajectory Regulation for Unlearning in Large Reasoning Models AAAI 2026 STARS: Self-supervised Tuning for 3D Action Recognition in Skeleton Sequences WACV 2026 Start Small, Think Big: Curriculum-based Relative Policy Optimization for Visual Grounding AAAI 2026 State-Derivative-Aware Neural Controlled Differential Equations for Multivariate Time Series Anomaly Detection and Diagnosis AAAI 2026 State Mamba: Spatiotemporal EEG State-Space Model with Dynamic Brain Alignment for Cross-Subject Representation AAAI 2026 Stationary and Clustering Transformer Hashing for Cross-modal Retrieval AAAI 2026 Statistical Foundations of DIME: Risk Estimation for Practical Index Selection EACL 2026 Statistical guarantees for denoising reflected diffusion models JMLR 2026 Statistical Learning from Attribution Sets COLT 2026 Statistical Learning Theory for Distributional Classification AAAI 2026 Statistical Learning Theory for Neural Operators JMLR 2026 Statistically Robust Sparse High-order Interaction Model AAAI 2026 Statistical Semantic Change Detection via Usage Similarities EACL 2026 Statistical Test for Attention in Transformers for Images and Time Series JMLR 2026 STDE++: Polynomial-Time Amortization for Linear Differential Operators JMLR 2026 Steering diffusion models with quadratic rewards: a fine-grained analysis COLT 2026