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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)

Transformer-Based Temporal Information Extraction and Application: A Review EMNLP 2025 Transformer Block Coupling and its Correlation with Generalization in LLMs ICLR 2025 Transformer Layers as Painters AAAI 2025 Transformer Learns Optimal Variable Selection in Group-Sparse Classification ICLR 2025 Transformers Handle Endogeneity in In-Context Linear Regression ICLR 2025 Transformers Provably Learn Two-Mixture of Linear Classification via Gradient Flow ICLR 2025 Transformers Struggle to Learn to Search ICLR 2025 Transforming adaptation tracking: benchmarking Transformer-based NLP approaches to retrieve adaptation-relevant information from climate policy text ACL 2025 Trans-Sent at SemEval-2025 Task 11: Text-based Multi-label Emotion Detection using Pre-Trained BERT Transformer Models SemEval 2025 TRATES: Trait-Specific Rubric-Assisted Cross-Prompt Essay Scoring ACL 2025 TreeFormer: Single-View Plant Skeleton Estimation via Tree-Constrained Graph Generation WACV 2025 TreeLoRA: Efficient Continual Learning via Layer-Wise LoRAs Guided by a Hierarchical Gradient-Similarity Tree ICML 2025 Tree-NeRV: Efficient Non-Uniform Sampling for Neural Video Representation via Tree-Structured Feature Grids ICCV 2025 TreeRAG: Unleashing the Power of Hierarchical Storage for Enhanced Knowledge Retrieval in Long Documents ACL 2025 Tree-Wasserstein Distance for High Dimensional Data with a Latent Feature Hierarchy ICLR 2025 TReF-6: Inferring Task-Relevant Frames from a Single Demonstration for One-Shot Skill Generalization CoRL 2025 TRENDy: Temporal Regression of Effective Nonlinear Dynamics ICLR 2025 TriEmbed: Bridge the Gap between Text and Token Indices with Embedding Reparameterization ACL 2025 Tri-Ergon: Fine-Grained Video-to-Audio Generation with Multi-Modal Conditions and LUFS Control AAAI 2025 Tripartite Weight-Space Ensemble for Few-Shot Class-Incremental Learning CVPR 2025 TrojanDec: Data-free Detection of Trojan Inputs in Self-supervised Learning AAAI 2025 Trusted Multi-View Classification via Evolutionary Multi-View Fusion ICLR 2025 Trusted Multi-View Classification with Expert Knowledge Constraints ICML 2025 Trusted Unified Feature-Neighborhood Dynamics for Multi-View Classification AAAI 2025 Trust-GRS: A Trustworthy Training Framework for Graph Neural Network Based Recommender Systems Against Shilling Attacks AAAI 2025