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)

SurgPub-Video: A Comprehensive Surgical Video Framework for Enhanced Surgical Intelligence in Vision-Language Model AAAI 2026 Surprisal and Metaphor Novelty Judgments: Moderate Correlations and Divergent Scaling Effects Revealed by Corpus-Based and Synthetic Datasets EACL 2026 Surrogate as Teacher: Distillation-Guided Graph Poisoning Attack AAAI 2026 Suspicious Alignment of SGD:A Fine-Grained Step Size Condition Analysis ALT 2026 SVD-NO: Learning PDE Solution Operators with SVD Integral Kernels AAAI 2026 SVGL: Scale-Variable Graph Learning in Model Space for Multivariate Time Series Classification AAAI 2026 SVS-GAN for Semantic Synthesis of Traffic Videos for Autonomous Driving WACV 2026 Swap Regret Minimization Through Response-Based Approachability COLT 2026 SWIFT：A General Sensitive Weight Identification Framework for Fast Sensor-Transfer Pansharpening AAAI 2026 SWIFT: Sliding Window Reconstruction for Few-Shot Training-Free Generated Video Attribution CVPR 2026 SwiftVideo: A Unified Framework for Few-Step Video Generation Through Trajectory-Distribution Alignment AAAI 2026 Sycophancy Hides Linearly in the Attention Heads EACL 2026 Syllable Structures Across Arabic Varieties EACL 2026 Symmetric Aggregation of Conformity Scores for Efficient Uncertainty Sets AAAI 2026 Symmetrical Flow Matching: Unified Image Generation, Segmentation, and Classification with Score-Based Generative Models AAAI 2026 Symmetry-Aware Transformer Training for Automated Planning AAAI 2026 Symmetry Breaking for Inductive Logic Programming AAAI 2026 SymNet: A Multi-Task Network for Joint Radio Map Reconstruction and Transmitter Localization WACV 2026 Symphony-MoE: Harmonizing Disparate Pre-trained Models into a Coherent Mixture-of-Experts AAAI 2026 SymPyBench: A Dynamic Benchmark for Scientific Reasoning with Executable Python Code EACL 2026 SyncBrain: Exploring Brain Functional Dynamics Through Neural Oscillatory Synchronization AAAI 2026 SynerDetect: Hierarchical Synergistic Learning for Generalizable AI-Generated Image Detection AAAI 2026 SynPlay: Large-Scale Synthetic Human Data with Real-World Diversity for Aerial-View Perception WACV 2026 Synthetic Data Fine-Tuning for Effective Team Formation in Enterprises EACL 2026 Synthetic Data Generation for Training Diversified Commonsense Reasoning Models ACL 2026