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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
'5
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'15
'20
'25

Papers (including subtopics)

Neural Clustering based Visual Representation Learning CVPR 2024 Neural Codec-based Adversarial Sample Detection for Speaker Verification Interspeech 2024 Neural Codec Language Models for Disentangled and Textless Voice Conversion Interspeech 2024 Neural Collapse for Cross-entropy Class-Imbalanced Learning with Unconstrained ReLU Features Model ICML 2024 Neural Collapse for Unconstrained Feature Model under Cross-entropy Loss with Imbalanced Data JMLR 2024 Neural Collapse in Multi-label Learning with Pick-all-label Loss ICML 2024 Neural Collapse Inspired Feature Alignment for Out-of-Distribution Generalization NeurIPS 2024 Neural Collapse To Multiple Centers For Imbalanced Data NeurIPS 2024 Neural collapse vs. low-rank bias: Is deep neural collapse really optimal? NeurIPS 2024 Neural Common Neighbor with Completion for Link Prediction ICLR 2024 Neural Concept Binder NeurIPS 2024 Neural Conditional Probability for Uncertainty Quantification NeurIPS 2024 Neural Echos: Depthwise Convolutional Filters Replicate Biological Receptive Fields WACV 2024 Neural Embeddings for kNN Search in Biological Sequence AAAI 2024 Neural Embeddings Rank: Aligning 3D latent dynamics with movements NeurIPS 2024 Neural Feature Learning in Function Space JMLR 2024 Neural Field Classifiers via Target Encoding and Classification Loss ICLR 2024 Neural Fourier Transform: A General Approach to Equivariant Representation Learning ICLR 2024 Neural Gaussian Similarity Modeling for Differential Graph Structure Learning AAAI 2024 Neural Hilbert Ladders: Multi-Layer Neural Networks in Function Space JMLR 2024 Neural Image Compression with Text-guided Encoding for both Pixel-level and Perceptual Fidelity ICML 2024 Neural Implicit Morphing of Face Images CVPR 2024 Neural Inverse Source Problem CoRL 2024 Neural-Kernel Conditional Mean Embeddings ICML 2024 Neural Lineage CVPR 2024