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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
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Papers (including subtopics)

Framing in the Presence of Supporting Data: A Case Study in U.S. Economic News ACL 2024 FRASIMED: A Clinical French Annotated Resource Produced through Crosslingual BERT-Based Annotation Projection COLING 2024 Fréchet Random Forests for Metric Space Valued Regression with Non Euclidean Predictors JMLR 2024 FreeDyG: Frequency Enhanced Continuous-Time Dynamic Graph Model for Link Prediction ICLR 2024 Free-form Flows: Make Any Architecture a Normalizing Flow AISTATS 2024 FreeReg: Image-to-Point Cloud Registration Leveraging Pretrained Diffusion Models and Monocular Depth Estimators ICLR 2024 Frequency Adaptive Normalization For Non-stationary Time Series Forecasting NeurIPS 2024 Frequency-Aware Deepfake Detection: Improving Generalizability through Frequency Space Domain Learning AAAI 2024 Frequency-aware Generative Models for Multivariate Time Series Imputation NeurIPS 2024 Frequency Decoupling for Motion Magnification via Multi-Level Isomorphic Architecture CVPR 2024 Frequency Shuffling and Enhancement for Open Set Recognition AAAI 2024 Frequency Spectrum Is More Effective for Multimodal Representation and Fusion: A Multimodal Spectrum Rumor Detector AAAI 2024 Frication noise features of Polish voiceless dental fricative and affricate produced by children with and without speech disorder Interspeech 2024 From Bricks to Bridges: Product of Invariances to Enhance Latent Space Communication ICLR 2024 From Causal to Concept-Based Representation Learning NeurIPS 2024 From Coarse to Fine: A Distillation Method for Fine-Grained Emotion-Causal Span Pair Extraction in Conversation AAAI 2024 From Coarse to Fine-Grained Open-Set Recognition CVPR 2024 From continuous-time formulations to discretization schemes: tensor trains and robust regression for BSDEs and parabolic PDEs JMLR 2024 From Coupled Oscillators to Graph Neural Networks: Reducing Over-smoothing via a Kuramoto Model-based Approach AISTATS 2024 From Data Imputation to Data Cleaning — Automated Cleaning of Tabular Data Improves Downstream Predictive Performance AISTATS 2024 From Dictionary to Tensor: A Scalable Multi-View Subspace Clustering Framework with Triple Information Enhancement NeurIPS 2024 From Discrete to Continuous Classes: A Situational Analysis of Multilingual Web Registers with LLM Annotations EMNLP 2024 From GARCH to Neural Network for Volatility Forecast AAAI 2024 From Latent Graph to Latent Topology Inference: Differentiable Cell Complex Module ICLR 2024 From Laughter to Inequality: Annotated Dataset for Misogyny Detection in Tamil and Malayalam Memes COLING 2024