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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)

Soft convex quantization: revisiting Vector Quantization with convex optimization L4DC 2024 Soft Knowledge Prompt: Help External Knowledge Become a Better Teacher to Instruct LLM in Knowledge-based VQA ACL 2024 Soft Learning Probabilistic Circuits PGM 2024 SoftMCL: Soft Momentum Contrastive Learning for Fine-grained Sentiment-aware Pre-training COLING 2024 Soft metrics for evaluation with disagreements: an assessment COLING 2024 SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion NeurIPS 2024 So Hateful! Building a Multi-Label Hate Speech Annotated Arabic Dataset COLING 2024 Solving General Noisy Inverse Problem via Posterior Sampling: A Policy Gradient Viewpoint AISTATS 2024 Solving Offline Reinforcement Learning with Decision Tree Regression CoRL 2024 Solving Sparse \& High-Dimensional-Output Regression via Compression NeurIPS 2024 Some Like It Small: Czech Semantic Embedding Models for Industry Applications AAAI 2024 “So . . . my child . . . ” – How Child ADHD Influences the Way Parents Talk Interspeech 2024 Sõnajaht: Definition Embeddings and Semantic Search for Reverse Dictionary Creation NAACL 2024 SonicSense: Object Perception from In-Hand Acoustic Vibration CoRL 2024 SOT Triggered Neural Clustering for Speaker Attributed ASR Interspeech 2024 Sound Event Bounding Boxes Interspeech 2024 Sound of Traffic: A Dataset for Acoustic Traffic Identification and Counting Interspeech 2024 Source Identification in Abstractive Summarization EACL 2024 Space and time continuous physics simulation from partial observations ICLR 2024 Space Decomposition for Sentence Embedding ACL 2024 Space-Time Continuous PDE Forecasting using Equivariant Neural Fields NeurIPS 2024 SpaFL: Communication-Efficient Federated Learning With Sparse Models And Low Computational Overhead NeurIPS 2024 Span Graph Transformer for Document-Level Named Entity Recognition AAAI 2024 Spanning the Spectrum of Hatred Detection: A Persian Multi-Label Hate Speech Dataset with Annotator Rationales AAAI 2024 Spanning Training Progress: Temporal Dual-Depth Scoring (TDDS) for Enhanced Dataset Pruning CVPR 2024