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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
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966
4,853
5,823
2000
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Papers (including subtopics)

COVID-19 Detection from Spectral Features on the DiCOVA Dataset Interspeech 2021 CovRelex: A COVID-19 Retrieval System with Relation Extraction EACL 2021 CPF: Learning a Contact Potential Field To Model the Hand-Object Interaction ICCV 2021 CPFN: Cascaded Primitive Fitting Networks for High-Resolution Point Clouds ICCV 2021 Creating and Evaluating Resources for Sentiment Analysis in the Low-resource Language: Sindhi EACL 2021 Creating Interpretable Data-Driven Approaches for Remote Health Monitoring AAAI 2021 CReST: A Class-Rebalancing Self-Training Framework for Imbalanced Semi-Supervised Learning CVPR 2021 Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCO EACL 2021 CROCS: Clustering and Retrieval of Cardiac Signals Based on Patient Disease Class, Sex, and Age NeurIPS 2021 Cross-Database Replay Detection in Terminal-Dependent Speaker Verification Interspeech 2021 Cross-Domain Adaptive Clustering for Semi-Supervised Domain Adaptation CVPR 2021 Cross-Domain Label-Adaptive Stance Detection EMNLP 2021 Cross-Domain Latent Modulation for Variational Transfer Learning WACV 2021 Cross-Domain Similarity Learning for Face Recognition in Unseen Domains CVPR 2021 Cross-Encoder for Unsupervised Gaze Representation Learning ICCV 2021 Cross-lingual Contextualized Topic Models with Zero-shot Learning EACL 2021 Cross-lingual Evidence Improves Monolingual Fake News Detection ACL 2021 Cross-lingual Text Classification with Heterogeneous Graph Neural Network ACL 2021 Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph EMNLP 2021 Cross-Lingual Voice Conversion with a Cycle Consistency Loss on Linguistic Representation Interspeech 2021 Cross-Lingual Word Embedding Refinement by ℓ1 Norm Optimisation NAACL 2021 Cross-Modal Center Loss for 3D Cross-Modal Retrieval CVPR 2021 Cross-Oilfield Reservoir Classification via Multi-Scale Sensor Knowledge Transfer AAAI 2021 Cross-structural Factor-topic Model: Document Analysis with Sophisticated Covariates ACML 2021 Cross-Task Instance Representation Interactions and Label Dependencies for Joint Information Extraction with Graph Convolutional Networks NAACL 2021