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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)

FrugalNeRF: Fast Convergence for Extreme Few-shot Novel View Synthesis without Learned Priors CVPR 2025 FSboard: Over 3 Million Characters of ASL Fingerspelling Collected via Smartphones CVPR 2025 FSTs vs ICL: Generalisation in LLMs for an under-resourced language EMNLP 2025 Fully Dynamic Embedding into ℓ_p Spaces ICML 2025 Fully Few-shot Class-incremental Audio Classification Using Multi-level Embedding Extractor and Ridge Regression Classifier Interspeech 2025 Fully Heteroscedastic Count Regression with Deep Double Poisson Networks ICML 2025 Fully-inductive Node Classification on Arbitrary Graphs ICLR 2025 Fully-Scalable Massively Parallel Algorithm for k-center with Outliers AAAI 2025 FUN-AD: Fully Unsupervised Learning for Anomaly Detection with Noisy Training Data WACV 2025 Functional Alignment Can Mislead: Examining Model Stitching ICML 2025 Functional Connectomes of Neural Networks AAAI 2025 Fundamental Limits of Perfect Concept Erasure AISTATS 2025 Funzac at CoMeDi Shared Task: Modeling Annotator Disagreement from Word-In-Context Perspectives COLING 2025 FuocChuVIP123 at CoMeDi Shared Task: Disagreement Ranking with XLM-Roberta Sentence Embeddings and Deep Neural Regression COLING 2025 FUSE : A Ridge and Random Forest-Based Metric for Evaluating MT in Indigenous Languages NAACL 2025 FusionDTI: Fine-grained Binding Discovery with Token-level Fusion for Drug-Target Interaction EMNLP 2025 Fusion meets Function: The Adaptive Selection-Generation Approach in Event Argument Extraction COLING 2025 Fusion of Granular-Ball Visual Spatial Representations for Enhanced Facial Expression Recognition IJCAI 2025 FusionPhys: A Flexible Framework for Fusing Complementary Sensing Modalities in Remote Physiological Measurement ICCV 2025 Fuzzy Multimodal Learning for Trusted Cross-modal Retrieval CVPR 2025 G2SF: Geometry-Guided Score Fusion for Multimodal Industrial Anomaly Detection ICCV 2025 g3D-LF: Generalizable 3D-Language Feature Fields for Embodied Tasks CVPR 2025 GaitContour: Efficient Gait Recognition Based on a Contour-Pose Representation WACV 2025 Gamma Distribution PCA-Enhanced Feature Learning for Angle-Robust SAR Target Recognition ICML 2025 GAProtoNet: A Multi-head Graph Attention-based Prototypical Network for Interpretable Text Classification COLING 2025