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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)

Localize, Understand, Collaborate: Semantic-Aware Dragging via Intention Reasoner NeurIPS 2024 Localizing Memorization in SSL Vision Encoders NeurIPS 2024 Locally Adaptive Neural 3D Morphable Models CVPR 2024 Locally Measuring Cross-lingual Lexical Alignment: A Domain and Word Level Perspective EMNLP 2024 LocalTweets to LocalHealth: A Mental Health Surveillance Framework Based on Twitter Data COLING 2024 Locating and Extracting Relational Concepts in Large Language Models ACL 2024 Locating Information Gaps and Narrative Inconsistencies Across Languages: A Case Study of LGBT People Portrayals on Wikipedia EMNLP 2024 LoCo: Learning 3D Location-Consistent Image Features with a Memory-Efficient Ranking Loss NeurIPS 2024 LoCoNet: Long-Short Context Network for Active Speaker Detection CVPR 2024 LOCOST: State-Space Models for Long Document Abstractive Summarization EACL 2024 LoFiT: Localized Fine-tuning on LLM Representations NeurIPS 2024 Logarithmic Lenses: Exploring Log RGB Data for Image Classification CVPR 2024 LogFormer: A Pre-train and Tuning Pipeline for Log Anomaly Detection AAAI 2024 Logistic Regression Under Network Dependence JMLR 2024 Logistic Variational Bayes Revisited ICML 2024 Logits Reranking via Semantic Labels for Hard Samples in Text Classification EMNLP 2024 LogogramNLP: Comparing Visual and Textual Representations of Ancient Logographic Writing Systems for NLP ACL 2024 Loki: Low-rank Keys for Efficient Sparse Attention NeurIPS 2024 LomonosovMSU at SemEval-2024 Task 4: Comparing LLMs and embedder models to identifying propaganda techniques in the content of memes in English for subtasks No1, No2a, and No2b SemEval 2024 Loneliness Episodes: A Japanese Dataset for Loneliness Detection and Analysis ACL 2024 LONGAGENT: Achieving Question Answering for 128k-Token-Long Documents through Multi-Agent Collaboration EMNLP 2024 Long Context is Not Long at All: A Prospector of Long-Dependency Data for Large Language Models ACL 2024 LongEmbed: Extending Embedding Models for Long Context Retrieval EMNLP 2024 Longformer: Longitudinal Transformer for Alzheimer's Disease Classification With Structural MRIs WACV 2024 Long-range Brain Graph Transformer NeurIPS 2024