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)

MixSATGEN: Learning Graph Mixing for SAT Instance Generation ICLR 2024 Mixture of Diverse Size Experts EMNLP 2024 Mixture-of-Linear-Experts for Long-term Time Series Forecasting AISTATS 2024 Mixture of Link Predictors on Graphs NeurIPS 2024 Mixture of Nested Experts: Adaptive Processing of Visual Tokens NeurIPS 2024 Mixture of Weak and Strong Experts on Graphs ICLR 2024 Mixtures of Experts for Audio-Visual Learning NeurIPS 2024 MKG-FENN: A Multimodal Knowledge Graph Fused End-to-End Neural Network for Accurate Drug–Drug Interaction Prediction AAAI 2024 MLDSP-MA: Multidimensional Attention for Multi-Round Long Dialogue Sentiment Prediction COLING 2024 MLIP: Enhancing Medical Visual Representation with Divergence Encoder and Knowledge-guided Contrastive Learning CVPR 2024 MLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain Adaptation AAAI 2024 MLRegTest: A Benchmark for the Machine Learning of Regular Languages JMLR 2024 MMD-based Variable Importance for Distributional Random Forest AISTATS 2024 MMD Graph Kernel: Effective Metric Learning for Graphs via Maximum Mean Discrepancy ICLR 2024 MM-KWS: Multi-modal Prompts for Multilingual User-defined Keyword Spotting Interspeech 2024 MM-MATH: Advancing Multimodal Math Evaluation with Process Evaluation and Fine-grained Classification EMNLP 2024 MM-NodeFormer: Node Transformer Multimodal Fusion for Emotion Recognition in Conversation Interspeech 2024 MMoE: Enhancing Multimodal Models with Mixtures of Multimodal Interaction Experts EMNLP 2024 MMSite: A Multi-modal Framework for the Identification of Active Sites in Proteins NeurIPS 2024 MobileVLM: A Vision-Language Model for Better Intra- and Inter-UI Understanding EMNLP 2024 MoCCA: A Model of Comparative Concepts for Aligning Constructicons COLING 2024 MoCha-Stereo: Motif Channel Attention Network for Stereo Matching CVPR 2024 MoCoKGC: Momentum Contrast Entity Encoding for Knowledge Graph Completion EMNLP 2024 MODABS: Multi-Objective Learning for Dynamic Aspect-Based Summarization ACL 2024 Modality-Agnostic Structural Image Representation Learning for Deformable Multi-Modality Medical Image Registration CVPR 2024