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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)

SCOUTER: Slot Attention-Based Classifier for Explainable Image Recognition ICCV 2021 Screening for Depressed Individuals by Using Multimodal Social Media Data AAAI 2021 Screening Gender Transfer in Neural Machine Translation EMNLP 2021 Script Parsing with Hierarchical Sequence Modelling ACL 2021 SDD-FIQA: Unsupervised Face Image Quality Assessment With Similarity Distribution Distance CVPR 2021 SDGNN: Learning Node Representation for Signed Directed Networks AAAI 2021 SDM-Net: A simple and effective model for generalized zero-shot learning UAI 2021 SE(3)-equivariant prediction of molecular wavefunctions and electronic densities NeurIPS 2021 Searching for Robustness: Loss Learning for Noisy Classification Tasks ICCV 2021 SeCo: Exploring Sequence Supervision for Unsupervised Representation Learning AAAI 2021 Second Order Techniques for Learning Time-series with Structural Breaks AAAI 2021 Secure Deep Graph Generation with Link Differential Privacy IJCAI 2021 Seeing Out of the Box: End-to-End Pre-Training for Vision-Language Representation Learning CVPR 2021 Seeking Common but Distinguishing Difference, A Joint Aspect-based Sentiment Analysis Model EMNLP 2021 Seeking the Shape of Sound: An Adaptive Framework for Learning Voice-Face Association CVPR 2021 See More for Scene: Pairwise Consistency Learning for Scene Classification NeurIPS 2021 Seesaw Loss for Long-Tailed Instance Segmentation CVPR 2021 “See what I mean, huh?” Evaluating Visual Inspection of F0Tracking in Nasal Grunts Interspeech 2021 Sefamerve ARGE at SemEval-2021 Task 5: Toxic Spans Detection Using Segmentation Based 1-D Convolutional Neural Network Model SemEval 2021 Segmental Contrastive Predictive Coding for Unsupervised Word Segmentation Interspeech 2021 Segmentation of Tweets with URLs and its Applications to Sentiment Analysis AAAI 2021 Segmenting Hybrid Trajectories using Latent ODEs ICML 2021 Segmenting Natural Language Sentences via Lexical Unit Analysis EMNLP 2021 Segment, Mask, and Predict: Augmenting Chinese Word Segmentation with Self-Supervision EMNLP 2021 Select, Extract and Generate: Neural Keyphrase Generation with Layer-wise Coverage Attention ACL 2021