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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)

Multi-modal Multi-label Emotion Recognition with Heterogeneous Hierarchical Message Passing AAAI 2021 Multimodal Multi-Speaker Merger & Acquisition Financial Modeling: A New Task, Dataset, and Neural Baselines ACL 2021 Multimodal or Text? Retrieval or BERT? Benchmarking Classifiers for the Shared Task on Hateful Memes ACL 2021 Multi-Modal Reasoning Graph for Scene-Text Based Fine-Grained Image Classification and Retrieval WACV 2021 Multimodal Sentiment Analysis with Temporal Modality Attention Interspeech 2021 Multimodal Sentiment Detection Based on Multi-channel Graph Neural Networks ACL 2021 Multimodal Weighted Fusion of Transformers for Movie Genre Classification NAACL 2021 Multi-Objective Interpolation Training for Robustness To Label Noise CVPR 2021 Multi Output Learning using Task Wise Attention for Predicting Binary Properties of Tweets : Shared-Task-On-Fighting the COVID-19 Infodemic NAACL 2021 Multi-Pair Text Style Transfer for Unbalanced Data via Task-Adaptive Meta-Learning ACL 2021 Multi-Person 3D Motion Prediction with Multi-Range Transformers NeurIPS 2021 Multi-perspective Coherent Reasoning for Helpfulness Prediction of Multimodal Reviews ACL 2021 Multi-Perspective LSTM for Joint Visual Representation Learning CVPR 2021 Multiple Descent: Design Your Own Generalization Curve NeurIPS 2021 Multiple Heads Are Better Than One: Few-Shot Font Generation With Multiple Localized Experts ICCV 2021 Multiple Instance Captioning: Learning Representations From Histopathology Textbooks and Articles CVPR 2021 Multiple Kernel Clustering with Kernel k-Means Coupled Graph Tensor Learning AAAI 2021 Multiple Object Tracking With Correlation Learning CVPR 2021 Multiple Pairwise Ranking Networks for Personalized Video Summarization ICCV 2021 Multiplicative Filter Networks ICLR 2021 Multi-Proxy Wasserstein Classifier for Image Classification AAAI 2021 Multi-scale Graph Fusion for Co-saliency Detection AAAI 2021 Multiscale Invertible Generative Networks for High-Dimensional Bayesian Inference ICML 2021 Multi-Scale Progressive Attention Network for Video Question Answering ACL 2021 Multi-Scale Representation Learning on Proteins NeurIPS 2021