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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)

Project-Probe-Aggregate: Efficient Fine-Tuning for Group Robustness CVPR 2025 ProKeR: A Kernel Perspective on Few-Shot Adaptation of Large Vision-Language Models CVPR 2025 Promising Multi-Granularity Linguistic Steganography by Jointing Syntactic and Lexical Manipulations AAAI 2025 Promote, Suppress, Iterate: How Language Models Answer One-to-Many Factual Queries EMNLP 2025 PromotionGo at SemEval-2025 Task 11: A Feature-Centric Framework for Cross-Lingual Multi-Emotion Detection in Short Texts SemEval 2025 Promptable Representation Distribution Learning and Data Augmentation for Gigapixel Histopathology WSI Analysis AAAI 2025 Prompt-based Personality Profiling: Reinforcement Learning for Relevance Filtering ACL 2025 Prompt-CAM: Making Vision Transformers Interpretable for Fine-Grained Analysis CVPR 2025 PromptGuard at BLP-2025 Task 1: A Few-Shot Classification Framework Using Majority Voting and Keyword Similarity for Bengali Hate Speech Detection AACL 2025 PromptHash:Affinity-Prompted Collaborative Cross-Modal Learning for Adaptive Hashing Retrieval CVPR 2025 Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models ICLR 2025 Prompt-to-Leaderboard: Prompt-Adaptive LLM Evaluations ICML 2025 Proofs as Explanations: Short Certificates for Reliable Predictions COLT 2025 PropaInsight: Toward Deeper Understanding of Propaganda in Terms of Techniques, Appeals, and Intent COLING 2025 Proper losses regret at least 1/2-order JMLR 2025 ProPose: Probabilistic 3D Human Pose Estimation with Instance-Level Distribution and Normalizing Flow AAAI 2025 ProsodyFM: Unsupervised Phrasing and Intonation Control for Intelligible Speech Synthesis AAAI 2025 Protein Fitness Landscape: Spectral Graph Theory Perspective AISTATS 2025 ProtoArgNet: Interpretable Image Classification with Super-Prototypes and Argumentation AAAI 2025 ProtoECGNet: Case-Based Interpretable Deep Learning for Multi-Label ECG Classification with Contrastive Learning MLHC 2025 ProtoLens: Advancing Prototype Learning for Fine-Grained Interpretability in Text Classification ACL 2025 Prototype antithesis for biological few-shot class-incremental learning ICLR 2025 Prototype-based Contrastive Learning with Stage-wise Progressive Augmentation for Self-Supervised Fine-Grained Learning ICCV 2025 Prototype-based Optimal Transport for Out-of-Distribution Detection IJCAI 2025 Prototype-Guided Multimodal Relation Extraction based on Entity Attributes AAAI 2025