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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)

Implicit Bias of Gradient Descent for Logistic Regression at the Edge of Stability NeurIPS 2023 Implicit Bias of Gradient Descent for Mean Squared Error Regression with Two-Layer Wide Neural Networks JMLR 2023 Implicit Contrastive Representation Learning with Guided Stop-gradient NeurIPS 2023 Implicit Diffusion Models for Continuous Super-Resolution CVPR 2023 Implicit Graph Neural Networks: A Monotone Operator Viewpoint ICML 2023 Implicit Graphon Neural Representation AISTATS 2023 Implicit Identity Driven Deepfake Face Swapping Detection CVPR 2023 Implicit Manifold Gaussian Process Regression NeurIPS 2023 Implicit Neural Head Synthesis via Controllable Local Deformation Fields CVPR 2023 Implicit Neural Spatial Representations for Time-dependent PDEs ICML 2023 Implicit phonetic information modeling for speech emotion recognition Interspeech 2023 Implicit Regularization and Entrywise Convergence of Riemannian Optimization for Low Tucker-Rank Tensor Completion JMLR 2023 Implicit Regularization for Group Sparsity ICLR 2023 Implicit Regularization in Over-Parameterized Support Vector Machine NeurIPS 2023 Implicit Regularization Towards Rank Minimization in ReLU Networks ALT 2023 Implicit Sense-labeled Connective Recognition as Text Generation EMNLP 2023 Implicit Temporal Modeling with Learnable Alignment for Video Recognition ICCV 2023 Implicit Training of Inference Network Models for Structured Prediction UAI 2023 Implicit View-Time Interpolation of Stereo Videos Using Multi-Plane Disparities and Non-Uniform Coordinates CVPR 2023 ImPosing: Implicit Pose Encoding for Efficient Visual Localization WACV 2023 Improper Multiclass Boosting COLT 2023 Improved Active Multi-Task Representation Learning via Lasso ICML 2023 Improved Algorithms for Multi-period Multi-class Packing Problems with Bandit Feedback ICML 2023 Improved Analysis of Score-based Generative Modeling: User-Friendly Bounds under Minimal Smoothness Assumptions ICML 2023 Improved Approximation for Fair Correlation Clustering AISTATS 2023