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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)

Debiasing Static Embeddings for Hate Speech Detection ACL 2025 Debiasing the Fine-Grained Classification Task in LLMs with Bias-Aware PEFT ACL 2025 Debiasing Trace Guidance: Top-down Trace Distillation and Bottom-up Velocity Alignment for Unsupervised Anomaly Detection ICCV 2025 Decentralized Sparse Linear Regression via Gradient-Tracking JMLR 2025 Deciphering Implicatures: On NLP and Oral Testimonies COLING 2025 Deciphering the Complaint Aspects: Towards an Aspect-Based Complaint Identification Model with Video Complaint Dataset in Finance WACV 2025 Decision from Suboptimal Classifiers: Excess Risk Pre- and Post-Calibration AISTATS 2025 Decision Tree Induction Through LLMs via Semantically-Aware Evolution ICLR 2025 DeCo: Defect-Aware Modeling with Contrasting Matching for Optimizing Task Assignment in Online IC Testing IJCAI 2025 Decode Like a Clinician: Enhancing LLM Fine-Tuning with Temporal Structured Data Representation IJCNLP 2025 Decoding Actionability: A Computational Analysis of Teacher Observation Feedback ACL 2025 Decoding Dense Embeddings: Sparse Autoencoders for Interpreting and Discretizing Dense Retrieval EMNLP 2025 Decoding the Rule Book: Extracting Hidden Moderation Criteria from Reddit Communities EMNLP 2025 Decomposed Spatio-Temporal Mamba for Long-Term Traffic Prediction AAAI 2025 Decomposing and Fusing Intra- and Inter-Sensor Spatio-Temporal Signal for Multi-Sensor Wearable Human Activity Recognition AAAI 2025 Decomposition of Graphic Design with Unified Multimodal Model ICML 2025 Decomposition Polyhedra of Piecewise Linear Functions ICLR 2025 DeCorrNet: Enhancing Neural Decoding Performance by Eliminating Correlations in Noise AAAI 2025 Decoupled Distillation to Erase: A General Unlearning Method for Any Class-centric Tasks CVPR 2025 Decoupled Imbalanced Label Distribution Learning IJCAI 2025 Decoupled Proxy Alignment: Mitigating Language Prior Conflict for Multimodal Alignment in MLLMs EMNLP 2025 Decoupling and Reconstructing: A Multimodal Sentiment Analysis Framework Towards Robustness IJCAI 2025 Deep-change at CoMeDi: the Cross-Entropy Loss is not All You Need COLING 2025 Deep Change Monitoring: A Hyperbolic Representative Learning Framework and a Dataset for Long-term Fine-grained Tree Change Detection CVPR 2025 Deep Clustering via Probabilistic Ratio-Cut Optimization AISTATS 2025