Machine Learning
132,800 papers (10 classified directly here)
Subtopics · a paper can sit in several, so these overlap
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)
SMiLE: Provably Enforcing Global Relational Properties in Neural Networks
AAAI 2026
SMoFi: Step-wise Momentum Fusion for Split Federated Learning on Heterogeneous Data
AAAI 2026
SmokeSVD: Smoke Reconstruction from A Single View via Progressive Novel View Synthesis and Refinement with Diffusion Models
CVPR 2026
Smoothed Online Optimization for Target Tracking: Robust and Learning-Augmented Algorithms
ALT 2026
SMPRO: Self-Supervised Visual Preference Alignment via Differentiable Multi-Preference Multi-Group Ranking
AAAI 2026
SNS-Grasp: Semantic-guided Noise Scaling for Grasp Generation
AAAI 2026
SOAR: Semi-Supervised Open-Vocabulary Aerial Object Detection via Dual-Aware Enhanced Prior Denoising
AAAI 2026
Social Influence-Based Mutual Acknowledgement Token Exchange (Student Abstract)
AAAI 2026
SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning
CVPR 2026
"So, How Much Do LLMs Hallucinate on Low-Resource Languages?" A Quantitative and Qualitative Analysis
EACL 2026
SOLAR: Switchable Output Layer for Accuracy and Robustness in Once-for-All Training
WACV 2026
SoliReward: Mitigating Susceptibility to Reward Hacking and Annotation Noise in Video Generation Reward Models
CVPR 2026
SoloSemantics at SemEval-2026 Task 4: Triplet-Tuned MPNet for Story Similarity
SemEval 2026
Solving a Nonlinear Blind Inverse Problem for Tagged MRI with Physics and Deep Generative Priors
CVPR 2026
SOMA: Feature Gradient Enhanced Affine-Flow Matching for SAR-Optical Registration
AAAI 2026
SoMe: A Realistic Benchmark for LLM-based Social Media Agents
AAAI 2026
Sonnet: Spectral Operator Neural Network for Multivariable Time Series Forecasting
AAAI 2026
Sortblock: Similarity-Aware Feature Reuse for Diffusion Model
AAAI 2026
SoS: Analysis of Surface over Semantics in Multilingual Text-To-Image Generation
EACL 2026
SOSControl: Enhancing Human Motion Generation Through Saliency-Aware Symbolic Orientation and Timing Control
AAAI 2026
SOTA: Self-adaptive Optimal Transport for Zero-Shot Classification with Multiple Foundation Models
CVPR 2026
Sound-AI: A Pedagogical Tool for Exploring AI in Audio and Bioacoustic Research
AAAI 2026
Source-Free Graph Foundation Model Adaptation via Pseudo-Source Reconstruction
AAAI 2026
SPA: Achieving Consensus in LLM Alignment via Self-Priority Optimization
AAAI 2026
Space Alignment Matters: The Missing Piece for Inducing Neural Collapse in Long-Tailed Learning
AAAI 2026