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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)

Not Wacky vs. Definitely Wacky: A Study of Scalar Adverbs in Pretrained Language Models EMNLP 2023 Novel Class Discovery for 3D Point Cloud Semantic Segmentation CVPR 2023 Novel Feature Discovery for Task-Oriented Dialog Systems EACL 2023 NPC: Neural Point Characters from Video ICCV 2023 NTS-NOTEARS: Learning Nonparametric DBNs With Prior Knowledge AISTATS 2023 Nugget: Neural Agglomerative Embeddings of Text ICML 2023 Numeric Magnitude Comparison Effects in Large Language Models ACL 2023 NUNO: A General Framework for Learning Parametric PDEs with Non-Uniform Data ICML 2023 NutriAI: AI-Powered Child Malnutrition Assessment in Low-Resource Environments IJCAI 2023 NUWA-LIP: Language-Guided Image Inpainting With Defect-Free VQGAN CVPR 2023 Nyström M-Hilbert-Schmidt independence criterion UAI 2023 Object-aware Gaze Target Detection ICCV 2023 Object-Centric Learning for Real-World Videos by Predicting Temporal Feature Similarities NeurIPS 2023 Object-centric Learning with Cyclic Walks between Parts and Whole NeurIPS 2023 Object Discovery From Motion-Guided Tokens CVPR 2023 Obstructive Sleep Apnea Detection using Pre-trained Speech Representations Interspeech 2023 Occupancy Planes for Single-View RGB-D Human Reconstruction AAAI 2023 OCD: Learning to Overfit with Conditional Diffusion Models ICML 2023 ODA_SRIB at SemEval-2023 Task 9: A Multimodal Approach for Improved Intimacy Analysis SemEval 2023 ODEE: A One-Stage Object Detection Framework for Overlapping and Nested Event Extraction IJCAI 2023 ODE-RSSM: Learning Stochastic Recurrent State Space Model from Irregularly Sampled Data AAAI 2023 OdyCy – A general-purpose NLP pipeline for Ancient Greek EACL 2023 Offensive Language Detection in Arabizi EMNLP 2023 OKRidge: Scalable Optimal k-Sparse Ridge Regression NeurIPS 2023 OmniAvatar: Geometry-Guided Controllable 3D Head Synthesis CVPR 2023