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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)

BRACU_CL at BLP-2025 Task 2: CodeMist: A Transformer-Based Framework for Bangla Instruction-to-Code Generation AACL 2025 BrainMAP: Learning Multiple Activation Pathways in Brain Networks AAAI 2025 Branches: Efficiently Seeking Optimal Sparse Decision Trees via AO* ICML 2025 BranchOut: Capturing Realistic Multimodality in Autonomous Driving Decisions CoRL 2025 Breaking Bad: Norms for Valence, Arousal, and Dominance for over 10k English Multiword Expressions IJCNLP 2025 Breaking Bad Tokens: Detoxification of LLMs Using Sparse Autoencoders EMNLP 2025 Breaking Class Barriers: Efficient Dataset Distillation via Inter-Class Feature Compensator ICLR 2025 Breaking Free from MMI: A New Frontier in Rationalization by Probing Input Utilization ICLR 2025 Breaking Grid Constraints: Dynamic Graph Reconstruction Network for Multi-organ Segmentation ICCV 2025 Breaking the Barrier of Hard Samples: A Data-Centric Approach to Synthetic Data for Medical Tasks ICML 2025 Breaking the Frame: Visual Place Recognition by Overlap Prediction WACV 2025 Breaking the Reclustering Barrier in Centroid-based Deep Clustering ICLR 2025 Breaking Token Into Concepts: Exploring Extreme Compression in Token Representation Via Compositional Shared Semantics EMNLP 2025 Bregman Conditional Random Fields: Sequence Labeling with Parallelizable Inference Algorithms ACL 2025 Bridge Diffusion Model: Bridge Chinese Text-to-Image Diffusion Model with English Communities AAAI 2025 BridgeVoC: Neural Vocoder with Schrödinger Bridge IJCAI 2025 Bridging Class Imbalance and Partial Labeling via Spectral-Balanced Energy Propagation for Skeleton-based Action Recognition ICCV 2025 Bridging Continuous and Discrete Tokens for Autoregressive Visual Generation ICCV 2025 Bridging Domain Generalization to Multimodal Domain Generalization via Unified Representations ICCV 2025 Bridging External and Parametric Knowledge: Mitigating Hallucination of LLMs with Shared-Private Semantic Synergy in Dual-Stream Knowledge EMNLP 2025 Bridging Gait Recognition and Large Language Models Sequence Modeling CVPR 2025 Bridging Information Asymmetry in Text-video Retrieval: A Data-centric Approach ICLR 2025 Bridging Linguistic Complexity: Sentiment Analysis of Tamil Code-Mixed Text Using Meta-Model NAACL 2025 Bridging Modalities: Improving Universal Multimodal Retrieval by Multimodal Large Language Models CVPR 2025 Bridging Molecular Graphs and Large Language Models AAAI 2025