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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)

CDTR: Semantic Alignment for Video Moment Retrieval Using Concept Decomposition Transformer AAAI 2025 CEGRL-TKGR: A Causal Enhanced Graph Representation Learning Framework for Temporal Knowledge Graph Reasoning COLING 2025 CEMTM: Contextual Embedding-based Multimodal Topic Modeling EMNLP 2025 Centrality-guided Pre-training for Graph ICLR 2025 CERTAIN: Context Uncertainty-aware One-Shot Adaptation for Context-based Offline Meta Reinforcement Learning ICML 2025 Certification for Differentially Private Prediction in Gradient-Based Training ICML 2025 CFDM: Contrastive Fusion and Disambiguation for Multi-View Partial-Label Learning AAAI 2025 CFPT: Empowering Time Series Forecasting through Cross-Frequency Interaction and Periodic-Aware Timestamp Modeling ICML 2025 CGMatch: A Different Perspective of Semi-supervised Learning CVPR 2025 ChainHOI: Joint-based Kinematic Chain Modeling for Human-Object Interaction Generation CVPR 2025 Chain-of-MetaWriting: Linguistic and Textual Analysis of How Small Language Models Write Young Students Texts COLING 2025 Chain-Talker: Chain Understanding and Rendering for Empathetic Conversational Speech Synthesis ACL 2025 Challenging Assumptions in Learning Generic Text Style Embeddings NAACL 2025 Chameleon: A Flexible Data-mixing Framework for Language Model Pretraining and Finetuning ICML 2025 Change3D: Revisiting Change Detection and Captioning from A Video Modeling Perspective CVPR 2025 Channel Consistency Prior and Self-Reconstruction Strategy Based Unsupervised Image Deraining CVPR 2025 Channel Normalization for Time Series Channel Identification ICML 2025 Character-Aware English-to-Japanese Translation of Fictional Dialogue Using Speaker Embeddings and Back-Translation EMNLP 2025 Characterizing Linguistic Shifts in Croatian News via Diachronic Word Embeddings ACL 2025 Characterizing the Effects of Translation on Intertextuality using Multilingual Embedding Spaces NAACL 2025 Characterizing the Role of Similarity in the Property Inferences of Language Models NAACL 2025 CharsiuRice at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection SemEval 2025 Charting the Design Space of Neural Graph Representations for Subgraph Matching ICLR 2025 ChartLens: Fine-grained Visual Attribution in Charts ACL 2025 ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data AAAI 2025