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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)

Bridging Perception and Action: Spatially-Grounded Mid-Level Representations for Robot Generalization RSS 2025 Bridging Sequence-Structure Alignment in RNA Foundation Models AAAI 2025 Bridging the Gap Between Hyperdimensional Computing and Kernel Methods via the Nyström Method AAAI 2025 Bridging the Gap Between Molecule and Textual Descriptions via Substructure-aware Alignment EMNLP 2025 Bridging the Semantic Granularity Gap Between Text and Frame Representations for Partially Relevant Video Retrieval AAAI 2025 Bridging the Sky and Ground: Towards View-Invariant Feature Learning for Aerial-Ground Person Re-Identification ICCV 2025 Bridging the Vision-Brain Gap with an Uncertainty-Aware Blur Prior CVPR 2025 Bridging Training and Execution via Dynamic Directed Graph-Based Communication in Cooperative Multi-Agent Systems AAAI 2025 BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via Compression NAACL 2025 BrightCookies at SemEval-2025 Task 9: Exploring Data Augmentation for Food Hazard Classification SemEval 2025 BSLoRA: Enhancing the Parameter Efficiency of LoRA with Intra-Layer and Inter-Layer Sharing ICML 2025 BTW: A Non-Parametric Variance Stabilization Framework for Multimodal Model Integration EMNLP 2025 Building Conformal Prediction Intervals with Approximate Message Passing UAI 2025 Building Data-Driven Occupation Taxonomies: A Bottom-Up Multi-Stage Approach via Semantic Clustering and Multi-Agent Collaboration EMNLP 2025 Building, Reusing, and Generalizing Abstract Representations from Concrete Sequences ICLR 2025 BullyBench: Youth & Experts-in-the-loop Framework for Intrinsic and Extrinsic Cyberbullying NLP Benchmarking EMNLP 2025 Bundle Neural Network for message diffusion on graphs ICLR 2025 C3LRSO: A Chinese Corpus for Complex Logical Reasoning in Sentence Ordering COLING 2025 C3oT: Generating Shorter Chain-of-Thought Without Compromising Effectiveness AAAI 2025 CABLD: Contrast-Agnostic Brain Landmark Detection with Consistency-Based Regularization ICCV 2025 CACTI: Leveraging Copy Masking and Contextual Information to Improve Tabular Data Imputation ICML 2025 CADRef: Robust Out-of-Distribution Detection via Class-Aware Decoupled Relative Feature Leveraging CVPR 2025 Calibrated Disambiguation for Partial Multi-label Learning AAAI 2025 Calibrating Language Models for Neural Ranking under Noisy Supervision with Relaxed Labels EMNLP 2025 Calibrating Video Watch-time Predictions with Credible Prototype Alignment ICML 2025