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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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'25

Papers (including subtopics)

LoRA Training Provably Converges to a Low-Rank Global Minimum Or It Fails Loudly (But it Probably Won’t Fail) ICML 2025 Lost in Embeddings: Information Loss in Vision–Language Models EMNLP 2025 LOTA: Bit-Planes Guided AI-Generated Image Detection ICCV 2025 Lotus at SemEval-2025 Task 11: RoBERTa with Llama-3 Generated Explanations for Multi-Label Emotion Classification SemEval 2025 Low-Dimension-to-High-Dimension Generalization and Its Implications for Length Generalization ICML 2025 Low-distortion and GPU-compatible Tree Embeddings in Hyperbolic Space ICML 2025 LowRA: Accurate and Efficient LoRA Fine-Tuning of LLMs under 2 Bits ICML 2025 Low-Rank Adapting Models for Sparse Autoencoders ICML 2025 Low-Rank Thinning ICML 2025 Low-Resource Fast Text Classification Based on Intra-Class and Inter-Class Distance Calculation COLING 2025 LPDetective: Dusting the LLM Chats for Prompt Template Abusers IJCAI 2025 LPOSS: Label Propagation Over Patches and Pixels for Open-vocabulary Semantic Segmentation CVPR 2025 LRGR: Self-Supervised Incomplete Multi-View Clustering via Local Refinement and Global Realignment IJCAI 2025 LSDC: An Efficient and Effective Large-Scale Data Compression Method for Supervised Fine-tuning of Large Language Models NAACL 2025 LS-TGNN: Long and Short-Term Temporal Graph Neural Network for Session-Based Recommendation AAAI 2025 LTG at SemEval-2025 Task 10: Optimizing Context for Classification of Narrative Roles SemEval 2025 LTRS: Improving Word Sense Disambiguation via Learning to Rank Senses COLING 2025 LUDVIG: Learning-Free Uplifting of 2D Visual Features to Gaussian Splatting Scenes ICCV 2025 LuxEmbedder: A Cross-Lingual Approach to Enhanced Luxembourgish Sentence Embeddings COLING 2025 LuxVeri at GenAI Detection Task 1: Inverse Perplexity Weighted Ensemble for Robust Detection of AI-Generated Text across English and Multilingual Contexts COLING 2025 LuxVeri at GenAI Detection Task 3: Cross-Domain Detection of AI-Generated Text Using Inverse Perplexity-Weighted Ensemble of Fine-Tuned Transformer Models COLING 2025 LVFace: Progressive Cluster Optimization for Large Vision Models in Face Recognition ICCV 2025 L-WISE: Boosting Human Visual Category Learning Through Model-Based Image Selection and Enhancement ICLR 2025 M2EIT: Multi-Domain Mixture of Experts for Robust Neural Inertial Tracking ICCV 2025 M^2LLM: Multi-view Molecular Representation Learning with Large Language Models IJCAI 2025