Skip to content
conftrace_

Core Methods

51,083 papers (8 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Representation Learning (22,308) Classification (15,497) Regression (5,281) Clustering (3,809) Embedding Learning (3,795) Metric Learning (2,938) Graph Neural Networks (1,211) Graphical Models (1,093) Feature Learning (891) Kernel Methods (795) Dimensionality Reduction (780) Interpretability (512) Feature Selection (511) Matrix Factorization (408) Ranking (315) Ensemble Methods (300) Support Vector Machine (295) Anomaly Detection (281) Sequence Modeling (244) Structured Prediction (237) Sequence Labeling (157) Topic Modeling (150) Sparse Coding (140) Matrix Completion (131) Neural Networks (114) Retrieval (105) Density Estimation (104) Estimation (83) Inference (56) Decision Tree (50) Feature Extraction (40) Model Selection (39) Prediction (35) Information Extraction (7)

Papers per year

4
51
357
966
4,853
5,823
2000
'5
'10
'15
'20
'25

Papers (including subtopics)

Onomasiological Sense Alignment Across Dialect Dictionaries. A Taxonomy-Constrained LLM Classification EACL 2026 On Pairwise Quantile Regression - Statistical Guarantees and Applications UAI 2026 On the Additive Compositionality of Task Vectors in Vision–Language Models EACL 2026 On the Curse of Dimensionality in Private Sparse Covariance Estimation and PCA COLT 2026 OpenCowID: Zero-Shot Visual Identification of Dairy Cows WACV 2026 Optical Character Recognition for the International Phonetic Alphabet EACL 2026 Optimal Look-back Horizon for Time Series Forecasting in Federated Learning AAAI 2026 Optimized Algorithms for Text Clustering with LLM-Generated Constraints AAAI 2026 Optimizing Product Provenance Verification Using Data Valuation Methods AAAI 2026 Order-Preserving Dimension Reduction for Multimodal Semantic Embedding AAAI 2026 Ordinal-Aware Multimodal Engagement Recognition for Collaborative Learning WACV 2026 Orthogonal Spatial-Aware Multi-View Anchor Graph Clustering for Incomplete Remote Sensing Data CVPR 2026 OscuFit: Learning to Fit Osculating Implicit Quadrics for Point Clouds AAAI 2026 Otter: Mitigating Background Distractions of Wide-Angle Few-Shot Action Recognition with Enhanced RWKV AAAI 2026 Out-of-Distribution Detection with Positive and Negative Prompt Supervision Using Large Language Models AAAI 2026 Out-Of-Tune rather than Fine-Tuned: How Pre-training, Fine-tuning and Tokenization Affect Semantic Similarity in a Historical, Non-Standardized Domain EACL 2026 OW-DAR: Dual-Granularity Adaptive Reconstruction-Error Modeling for Open-World Object Detection AAAI 2026 OW-Rep: Open World Object Detection with Instance Representation Learning WACV 2026 OxEnsemble: Fair Ensembles for Low-Data Classification MIDL 2026 Oxytrees: Model Trees for Bipartite Learning AAAI 2026 PAC-Bayesian Analysis of the Surrogate Relation between Joint Embedding and Supervised Downstream Losses ALT 2026 Paradise at SemEval-2026 Task 5: On the Limitations of Surface-Level Features for Graded Word Sense Plausibility Prediction SemEval 2026 ParaMETA: Towards Learning Disentangled Paralinguistic Speaking Styles Representations from Speech AAAI 2026 Parameter-Free Clustering via Self-Supervised Consensus Maximization AAAI 2026 Parametric Pareto Set Learning for Expensive Multi-Objective Optimization AAAI 2026