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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)

Simple yet Effective Incomplete Multi-view Clustering: Similarity-level Imputation and Intra-view Hybrid-group Prototype Construction ICLR 2025 SIMPL: Scalable and hassle-free optimisation of neural representations from behaviour ICLR 2025 SimShear: Sim-to-Real Shear-based Tactile Servoing CoRL 2025 Sim-to-Real Causal Transfer: A Metric Learning Approach to Causally-Aware Interaction Representations CVPR 2025 Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues AAAI 2025 SimXRD-4M: Big Simulated X-ray Diffraction Data and Crystal Symmetry Classification Benchmark ICLR 2025 SINCon: Mitigate LLM-Generated Malicious Message Injection Attack for Rumor Detection ACL 2025 SINE: Scalable MPE Inference for Probabilistic Graphical Models using Advanced Neural Embeddings AISTATS 2025 S-INF: Towards Realistic Indoor Scene Synthesis via Scene Implicit Neural Field AAAI 2025 Single-View Graph Contrastive Learning with Soft Neighborhood Awareness AAAI 2025 SING: Spatial Context in Large Language Model for Next-Gen Wearables ICML 2025 SiReRAG: Indexing Similar and Related Information for Multihop Reasoning ICLR 2025 Size-Generalizable RNA Structure Evaluation by Exploring Hierarchical Geometries ICLR 2025 Skeleton-based Action Recognition with Non-linear Dependency Modeling and Hilbert-Schmidt Independence Criterion AAAI 2025 SketchAgent: Generating Structured Diagrams from Hand-Drawn Sketches IJCAI 2025 SketchDNN: Joint Continuous-Discrete Diffusion for CAD Sketch Generation ICML 2025 SketchFusion: Learning Universal Sketch Features through Fusing Foundation Models CVPR 2025 Sketching in High-Dimensional Regression With Big Data Using Gaussian Scale Mixture Priors JMLR 2025 Sketch to Adapt: Fine-Tunable Sketches for Efficient LLM Adaptation ICML 2025 SkillAggregation: Reference-free LLM-Dependent Aggregation ACL 2025 Skill Disentanglement in Reproducing Kernel Hilbert Space AAAI 2025 SKIM: Any-bit Quantization Pushing The Limits of Post-Training Quantization ICML 2025 SkipPool: Improved Sparse Hierarchical Graph Pooling with Differentiable Exploration AAAI 2025 SKOLR: Structured Koopman Operator Linear RNN for Time-Series Forecasting ICML 2025 SKPD Emergency @ NLU of Devanagari Script Languages 2025: Devanagari Script Classification using CBOW Embeddings with Attention-Enhanced BiLSTM COLING 2025