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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
'5
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'25

Papers (including subtopics)

FIRE: Robust Detection of Diffusion-Generated Images via Frequency-Guided Reconstruction Error CVPR 2025 FIRING-Net: A filtered feature recycling network for speech enhancement ICLR 2025 FIRM: Flexible Interactive Reflection ReMoval AAAI 2025 Fish-Vista: A Multi-Purpose Dataset for Understanding & Identification of Traits from Images CVPR 2025 Fitting Networks with a Cancellation Trick ICLR 2025 FLAIRR-TS - Forecasting LLM-Agents with Iterative Refinement and Retrieval for Time Series EMNLP 2025 Flaming-hot Initiation with Regular Execution Sampling for Large Language Models NAACL 2025 FLARE: Faithful Logic-Aided Reasoning and Exploration EMNLP 2025 Flashback: Memory Mechanism for Enhancing Memory Efficiency and Speed in Deep Sequential Models COLING 2025 FlashMix: Fast Map-Free LiDAR Localization via Feature Mixing and Contrastive-Constrained Accelerated Training WACV 2025 FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal Grounding WACV 2025 Flatness Improves Backbone Generalisation in Few-Shot Classification WACV 2025 Flexible Generalized Low-Rank Regularizer for Tensor RPCA IJCAI 2025 Flipping Knowledge Distillation: Leveraging Small Models’ Expertise to Enhance LLMs in Text Matching ACL 2025 FLOSS: Free Lunch in Open-vocabulary Semantic Segmentation ICCV 2025 Flow4Agent: Long-form Video Understanding via Motion Prior from Optical Flow ICCV 2025 Flow-based Variational Mutual Information: Fast and Flexible Approximations ICLR 2025 Flowering Time Prediction of Wheat from DIA-MS Data WACV 2025 Flow Factorization for Efficient Generative Flow Networks AAAI 2025 Flow-field inference from neural data using deep recurrent networks ICML 2025 Flow Matching with Gaussian Process Priors for Probabilistic Time Series Forecasting ICLR 2025 Flow-MIL: Constructing Highly-expressive Latent Feature Space For Whole Slide Image Classification Using Normalizing Flow ICCV 2025 Flow Stochastic Segmentation Networks ICCV 2025 fLSA: Learning Semantic Structures in Document Collections Using Foundation Models EMNLP 2025 FMD-Mllama at the Financial Misinformation Detection Challenge Task: Multimodal Reasoning and Evidence Generation COLING 2025