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)

FreeCloth: Free-form Generation Enhances Challenging Clothed Human Modeling CVPR 2025 FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting IJCAI 2025 Free Lunch Enhancements for Multi-modal Crowd Counting CVPR 2025 FreeMesh: Boosting Mesh Generation with Coordinates Merging ICML 2025 FreePCA: Integrating Consistency Information across Long-short Frames in Training-free Long Video Generation via Principal Component Analysis CVPR 2025 FreeScene: Mixed Graph Diffusion for 3D Scene Synthesis from Free Prompts CVPR 2025 Free-viewpoint Human Animation with Pose-correlated Reference Selection CVPR 2025 FreqDebias: Towards Generalizable Deepfake Detection via Consistency-Driven Frequency Debiasing CVPR 2025 Frequency-Masked Embedding Inference: A Non-Contrastive Approach for Time Series Representation Learning AAAI 2025 FRESA: Feedforward Reconstruction of Personalized Skinned Avatars from Few Images CVPR 2025 FreSh: Frequency Shifting for Accelerated Neural Representation Learning ICLR 2025 FROC: Building Fair ROC from a Trained Classifier AAAI 2025 From Argumentation to Deliberation: Perspectivized Stance Vectors for Fine-grained (Dis)agreement Analysis NAACL 2025 From Benchmark to Better Embeddings: Leveraging Synonym Substitution to Enhance Multimodal Models in Ukrainian EMNLP 2025 From Chain to Tree: Refining Chain-like Rules into Tree-like Rules on Knowledge Graphs COLING 2025 From Characters to Tokens: Dynamic Grouping with Hierarchical BPE EMNLP 2025 From Complex Word Identification to Substitution: Instruction-Tuned Language Models for Lexical Simplification EMNLP 2025 From Crayons to Code: AI-Driven Insights into a Child’s Mental Health Through Drawings AAAI 2025 From Curiosity to Clarity : Exploring the Impact of Consecutive Why-Questions NAACL 2025 From Faces to Voices: Learning Hierarchical Representations for High-quality Video-to-Speech CVPR 2025 From Feature Interaction to Feature Generation: A Generative Paradigm of CTR Prediction Models ICML 2025 From GNNs to Trees: Multi-Granular Interpretability for Graph Neural Networks ICLR 2025 From Ground Trust to Truth: Disparities in Offensive Language Judgments on Contemporary Korean Political Discourse EMNLP 2025 From Heart to Words: Generating Empathetic Responses via Integrated Figurative Language and Semantic Context Signals ACL 2025 From Individual to Universal: Regularized Multi-view Joint Representation for Multi-view Subspace-Preserving Recovery IJCAI 2025