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)

SemanticNN: Compressive and Error-Resilient Semantic Offloading for Extremely Weak Devices AAAI 2026 Semantics-Preserving Adversarial Attacks on Event-Driven Stock Prediction Models AAAI 2026 Semantic Stars at MWE-2026 PARSEME 2.0 Subtask 2: Alternative Approaches for MWE Paraphrasing EACL 2026 Semantic Token Clustering for Efficient Uncertainty Quantification in Large Language Models EACL 2026 Semantic Vectors at SemEval-2026 Task 9: Robust Multilingual Polarization Detection via Dual-Encoder Fusion and Expert Ensembling SemEval 2026 SemanticVLA: Semantic-Aligned Sparsification and Enhancement for Efficient Robotic Manipulation AAAI 2026 Semantic Volume: Quantifying and Detecting Both External and Internal Uncertainty in LLMs AAAI 2026 SemCSE-Multi: Multifaceted and Decodable Embeddings for Aspect-Specific and Interpretable Scientific Domain Mapping ACL 2026 SEMC: Structure-Enhanced Mixture-of-Experts Contrastive Learning for Ultrasound Standard Plane Recognition AAAI 2026 SemEval-2026 Task 10: PsyCoMark – Psycholinguistic Conspiracy Marker Extraction and Detection SemEval 2026 SemEval-2026 Task 12: Abductive Event Reasoning: Towards Real-World Event Causal Inference for Large Language Models SemEval 2026 SEMIROUTER: Sparse-Data Enhanced Routing for Adaptive Multi-LLM System EACL 2026 Semi-Supervised Conformal Prediction With Unlabeled Nonconformity Score CVPR 2026 Semi-supervised Domain Adaptation via Mutual Alignment through Joint Error WACV 2026 Semi-Supervised Hierarchical Open-Set Classification WACV 2026 Semi-Supervised High Dynamic Range Image Reconstructing via Bi-Level Uncertain Area Masking AAAI 2026 Semi-supervised Key-Point Estimation for Echocardiography Video WACV 2026 Semi-supervised Latent Disentangled Diffusion Model for Textile Pattern Generation AAAI 2026 Semi-supervised learning for linear extremile regression JMLR 2026 Semi-Supervised Regression by Preserving Ranking Relationships Between Close Unlabeled Samples AAAI 2026 Semi-Supervised Semantic Segmentation via Derivative Label Propagation AAAI 2026 Semi-Supervised Synthetic Data Generation with Fine-Grained Relevance Control for Short Video Search Relevance Modeling AAAI 2026 Separating Oblivious and Adaptive Models of Variable Selection (Extended Abstract) COLT 2026 SepPrune: Structured Pruning for Efficient Deep Speech Separation AAAI 2026 SeqFeedNet: Sequential Feature Feedback Network for Background Subtraction WACV 2026