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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)

Instruction Embedding: Latent Representations of Instructions Towards Task Identification NeurIPS 2024 Instruction-following Evaluation through Verbalizer Manipulation NAACL 2024 Instruction Tuning-free Visual Token Complement for Multimodal LLMs ECCV 2024 Instruction Tuning With Loss Over Instructions NeurIPS 2024 InstructProtein: Aligning Human and Protein Language via Knowledge Instruction ACL 2024 Instruct-ReID: A Multi-purpose Person Re-identification Task with Instructions CVPR 2024 Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders AAAI 2024 Insufficient Statistics Perturbation: Stable Estimators for Private Least Squares Extended Abstract COLT 2024 Integrating Deep Metric Learning with Coreset for Active Learning in 3D Segmentation NeurIPS 2024 Integrating Efficient Optimal Transport and Functional Maps For Unsupervised Shape Correspondence Learning CVPR 2024 Integrating GNN and Neural ODEs for Estimating Non-Reciprocal Two-Body Interactions in Mixed-Species Collective Motion NeurIPS 2024 Integrating LLM, VLM, and Text-to-Image Models for Enhanced Information Graphics: A Methodology for Accurate and Visually Engaging Visualizations IJCAI 2024 Integrating Multimodal Data for Joint Generative Modeling of Complex Dynamics ICML 2024 Integrating Multi-scale Contextualized Information for Byte-based Neural Machine Translation ACL 2024 Integrating Plutchik’s Theory with Mixture of Experts for Enhancing Emotion Classification EMNLP 2024 Integrating Representation Subspace Mapping with Unimodal Auxiliary Loss for Attention-based Multimodal Emotion Recognition COLING 2024 Integrating Uncertainty Awareness into Conformalized Quantile Regression AISTATS 2024 Integrating Vision-Language Semantic Graphs in Multi-View Clustering IJCAI 2024 Integration of Global and Local Representations for Fine-grained Cross-modal Alignment ECCV 2024 Intelligent Tutor to Support Teaching and Learning of Tatar ACL 2024 Intentional Evolutionary Learning for Untrimmed Videos with Long Tail Distribution AAAI 2024 IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce EMNLP 2024 Interaction of Semantics and Morphology in Russian Word Vectors COLING 2024 Interactive Continual Learning: Fast and Slow Thinking CVPR 2024 Interactive Deep Clustering via Value Mining NeurIPS 2024