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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)

PWSHAP: A Path-Wise Explanation Model for Targeted Variables ICML 2023 pyannote.audio 2.1 speaker diarization pipeline: principle, benchmark, and recipe Interspeech 2023 PyramidFlow: High-Resolution Defect Contrastive Localization Using Pyramid Normalizing Flow CVPR 2023 Qamosy at Arabic Reverse Dictionary shared task: Semi Decoder Architecture for Reverse Dictionary with SBERT Encoder EMNLP 2023 QAP: A Quantum-Inspired Adaptive-Priority-Learning Model for Multimodal Emotion Recognition ACL 2023 Q&A: Query-Based Representation Learning for Multi-Track Symbolic Music re-Arrangement IJCAI 2023 QATCH: Benchmarking SQL-centric tasks with Table Representation Learning Models on Your Data NeurIPS 2023 QCon at SemEval-2023 Task 10: Data Augmentation and Model Ensembling for Detection of Online Sexism SemEval 2023 QCRI at SemEval-2023 Task 3: News Genre, Framing and Persuasion Techniques Detection Using Multilingual Models SemEval 2023 QH9: A Quantum Hamiltonian Prediction Benchmark for QM9 Molecules NeurIPS 2023 QMagFace: Simple and Accurate Quality-Aware Face Recognition WACV 2023 Q-Match: Self-Supervised Learning by Matching Distributions Induced by a Queue ACML 2023 QPGesture: Quantization-Based and Phase-Guided Motion Matching for Natural Speech-Driven Gesture Generation CVPR 2023 QTSumm: Query-Focused Summarization over Tabular Data EMNLP 2023 QUADRo: Dataset and Models for QUestion-Answer Database Retrieval EMNLP 2023 Qualitative Code Suggestion: A Human-Centric Approach to Qualitative Coding EMNLP 2023 Quality-Agnostic Deepfake Detection with Intra-model Collaborative Learning ICCV 2023 Quality Diversity for Visual Pre-Training ICCV 2023 QuantArt: Quantizing Image Style Transfer Towards High Visual Fidelity CVPR 2023 Quantifying Character Similarity with Vision Transformers EMNLP 2023 Quantifying Human Priors over Social and Navigation Networks ICML 2023 Quantifying lottery tickets under label noise: accuracy, calibration, and complexity UAI 2023 Quantifying Network Similarity using Graph Cumulants JMLR 2023 Quantifying the Cost of Learning in Queueing Systems NeurIPS 2023 Quantifying the Variability Collapse of Neural Networks ICML 2023