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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

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51
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966
4,853
5,823
2000
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Papers (including subtopics)

Wav2vec 2.0 Embeddings Are No Swiss Army Knife -- A Case Study for Multiple Sclerosis Interspeech 2024 Wavelet-Driven Spatiotemporal Predictive Learning: Bridging Frequency and Time Variations AAAI 2024 Wavelet Dynamic Selection Network for Inertial Sensor Signal Enhancement AAAI 2024 WaveNet: Tackling Non-stationary Graph Signals via Graph Spectral Wavelets AAAI 2024 Weakly Supervised Video Individual Counting CVPR 2024 Wearable Sensor-Based Few-Shot Continual Learning on Hand Gestures for Motor-Impaired Individuals via Latent Embedding Exploitation IJCAI 2024 Weighted distance nearest neighbor condensing ICML 2024 WeiPer: OOD Detection using Weight Perturbations of Class Projections NeurIPS 2024 Weisfeiler and Lehman Go Paths: Learning Topological Features via Path Complexes AAAI 2024 Weisfeiler and Leman Go Loopy: A New Hierarchy for Graph Representational Learning NeurIPS 2024 Weisfeiler-Leman at the margin: When more expressivity matters ICML 2024 Weisfeiler Leman for Euclidean Equivariant Machine Learning ICML 2024 Well, what can you do with messy data? Exploring the prosody and pragmatic function of the discourse marker "well" with found data and speech synthesis Interspeech 2024 Well-Written Knowledge Graphs: Most Effective RDF Syntaxes for Triple Linearization in End-to-End Extraction of Relations from Texts (Student Abstract) AAAI 2024 Werkzeug at SemEval-2024 Task 8: LLM-Generated Text Detection via Gated Mixture-of-Experts Fine-Tuning SemEval 2024 W-GVKT: Within-Global-View Knowledge Transfer for Speaker Verification Interspeech 2024 What Can Go Wrong in Authorship Profiling: Cross-Domain Analysis of Gender and Age Prediction ACL 2024 "What Data Benefits My Classifier?" Enhancing Model Performance and Interpretability through Influence-Based Data Selection ICLR 2024 What Does Parameter-free Probing Really Uncover? ACL 2024 What Does the Bot Say? Opportunities and Risks of Large Language Models in Social Media Bot Detection ACL 2024 What does the Knowledge Neuron Thesis Have to do with Knowledge? ICLR 2024 What do Graph Neural Networks learn? Insights from Tropical Geometry NeurIPS 2024 What Do Language Models Hear? Probing for Auditory Representations in Language Models ACL 2024 What Happens to a Dataset Transformed by a Projection-based Concept Removal Method? COLING 2024 What Has LeBenchmark Learnt about French Syntax? COLING 2024