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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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'15
'20
'25

Papers (including subtopics)

Local Path Integration for Attribution AAAI 2023 Local Temperature Beam Search: Avoid Neural Text DeGeneration via Enhanced Calibration ACL 2023 Local Vertex Colouring Graph Neural Networks ICML 2023 Logical Consistency and Greater Descriptive Power for Facial Hair Attribute Learning CVPR 2023 Logical Entity Representation in Knowledge-Graphs for Differentiable Rule Learning ICLR 2023 Logical Message Passing Networks with One-hop Inference on Atomic Formulas ICLR 2023 LogicSeg: Parsing Visual Semantics with Neural Logic Learning and Reasoning ICCV 2023 Logic Unveils Truth, While Disguise Obscures It: Transition Logic Augmented Response Selection for Multi-Turn Dialogue EMNLP 2023 Log-linear Guardedness and its Implications ACL 2023 Lo-Hi: Practical ML Drug Discovery Benchmark NeurIPS 2023 LoLep: Single-View View Synthesis with Locally-Learned Planes and Self-Attention Occlusion Inference ICCV 2023 LoNe Sampler: Graph Node Embeddings by Coordinated Local Neighborhood Sampling AAAI 2023 Long Horizon Temperature Scaling ICML 2023 Long Legal Article Question Answering via Cascaded Key Segment Learning (Student Abstract) AAAI 2023 Long-Range Graph U-Nets: Node and Edge Clustering Pooling Model For Stroke Classification in Online Handwritten Documents ACML 2023 Long Sequence Hopfield Memory NeurIPS 2023 Long-Tail Cross Modal Hashing AAAI 2023 Long-tailed Extreme Multi-label Text Classification by the Retrieval of Generated Pseudo Label Descriptions EACL 2023 Long-Tailed Learning Requires Feature Learning ICLR 2023 Long-Tailed Recognition by Mutual Information Maximization between Latent Features and Ground-Truth Labels ICML 2023 Long-Tailed Visual Recognition via Self-Heterogeneous Integration With Knowledge Excavation CVPR 2023 Long-term Wind Power Forecasting with Hierarchical Spatial-Temporal Transformer IJCAI 2023 Longtriever: a Pre-trained Long Text Encoder for Dense Document Retrieval EMNLP 2023 Lookahead When It Matters: Adaptive Non-causal Transformers for Streaming Neural Transducers ICML 2023 LORE: Logical Location Regression Network for Table Structure Recognition AAAI 2023