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

21

30

55

40

51

225

219

249

257

357

364

480

942

818

966

1,394

2,092

3,114

4,415

4,853

5,064

5,371

5,992

6,412

5,823

1,475

2000

'5

'10

'15

'20

'25

Papers (including subtopics)

Multiplicative Logit Adjustment Approximates Neural-Collapse-Aware Decision Boundary Adjustment ICLR 2025 MultiPL-MoE: Multi-Programming-Lingual Extension of Large Language Models through Hybrid Mixture-of-Experts EMNLP 2025 Multi-Resolution Decomposable Diffusion Model for Non-Stationary Time Series Anomaly Detection ICLR 2025 Multi-scale Activation, Refinement, and Aggregation: Exploring Diverse Cues for Fine-Grained Bird Recognition AAAI 2025 Multi-Scale Fusion for Object Representation ICLR 2025 Multi-Scale Graph Learning for Anti-Sparse Downscaling AAAI 2025 Multi-Scale Temporal Neural Network for Stock Trend Prediction Enhanced by Temporal Hyepredge Learning IJCAI 2025 Multi-Schema Proximity Network for Composed Image Retrieval ICCV 2025 Multi-Sense Embeddings for Language Models and Knowledge Distillation ACL 2025 MultiSocial: Multilingual Benchmark of Machine-Generated Text Detection of Social-Media Texts ACL 2025 Multi-Spectral Image Color Reproduction WACV 2025 Multi-Subspace Matrix Recovery from Permuted Data AAAI 2025 Multi-Surrogate-Objective Optimization for Neural Topic Models EMNLP 2025 Multi-Surrogate-Teacher Assistance for Representation Alignment in Fingerprint-Based Indoor Localization WACV 2025 Multi-Task Curriculum Graph Contrastive Learning with Clustering Entropy Guidance IJCAI 2025 Multi-Task Learning of Classification and Generation for Set-Structured Data WACV 2025 Multi-task Visual Grounding with Coarse-to-Fine Consistency Constraints AAAI 2025 Multi-token Mask-filling and Implicit Discourse Relations EMNLP 2025 Multi-type MOOCs Recommendation: Leveraging Deep Multi-Relational Representation and Hierarchical Reasoning AAAI 2025 Multivariate Conformal Selection ICML 2025 Multi-view Clustering via Multi-granularity Ensemble IJCAI 2025 Multi-View Empowered Structural Graph Wordification for Language Models AAAI 2025 Multi-View Factorizing and Disentangling: A Novel Framework for Incomplete Multi-View Multi-Label Classification WACV 2025 Multi-view Granular-ball Contrastive Clustering AAAI 2025 Multi-View Graph Clustering via Node-Guided Contrastive Encoding ICML 2025