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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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Papers (including subtopics)

Latent Phrase Matching for Dysarthric Speech Interspeech 2023 Latent Processes Identification From Multi-View Time Series IJCAI 2023 Latent Space Translation via Semantic Alignment NeurIPS 2023 Latent Traversals in Generative Models as Potential Flows ICML 2023 Lattice Path Edit Distance: A Romanization-aware Edit Distance for Extracting Misspelling-Correction Pairs from Japanese Search Query Logs EMNLP 2023 Laughter Synthesis using Pseudo Phonetic Tokens with a Large-scale In-the-wild Laughter Corpus Interspeech 2023 Lauri Ingman at SemEval-2023 Task 4: A Chain Classifier for Identifying Human Values behind Arguments SemEval 2023 LayerDoc: Layer-Wise Extraction of Spatial Hierarchical Structure in Visually-Rich Documents WACV 2023 Layer-Neighbor Sampling --- Defusing Neighborhood Explosion in GNNs NeurIPS 2023 Layout Representation Learning with Spatial and Structural Hierarchies AAAI 2023 Laziness Is a Virtue When It Comes to Compositionality in Neural Semantic Parsing ACL 2023 Lazy-k Decoding: Constrained Decoding for Information Extraction EMNLP 2023 LCT-1 at SemEval-2023 Task 10: Pre-training and Multi-task Learning for Sexism Detection and Classification SemEval 2023 LD2: Scalable Heterophilous Graph Neural Network with Decoupled Embeddings NeurIPS 2023 LeaF: Learning Frames for 4D Point Cloud Sequence Understanding ICCV 2023 Leaky Hockey Stick Loss: The First Negatively Divergent Margin-based Loss Function for Classification JMLR 2023 LEALLA: Learning Lightweight Language-agnostic Sentence Embeddings with Knowledge Distillation EACL 2023 LEAN-DMKDE: Quantum Latent Density Estimation for Anomaly Detection (Student Abstract) AAAI 2023 Learnability and Algorithm for Continual Learning ICML 2023 Learnable Blur Kernel for Single-Image Defocus Deblurring in the Wild AAAI 2023 Learnable Graph Convolutional Attention Networks ICLR 2023 Learnable Path in Neural Controlled Differential Equations AAAI 2023 Learnable Skeleton-Aware 3D Point Cloud Sampling CVPR 2023 Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions AAAI 2023 Learnable Topological Features For Phylogenetic Inference via Graph Neural Networks ICLR 2023