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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
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'25

Papers (including subtopics)

Self-Supervised Audio-and-Text Pre-training with Extremely Low-Resource Parallel Data AAAI 2022 Self-Supervised Category-Level 6D Object Pose Estimation with Deep Implicit Shape Representation AAAI 2022 Self-Supervised Enhancement of Latent Discovery in GANs AAAI 2022 Self-Supervised Equivariant Learning for Oriented Keypoint Detection CVPR 2022 Self-Supervised Fair Representation Learning without Demographics NeurIPS 2022 Self-Supervised Graph Neural Networks via Diverse and Interactive Message Passing AAAI 2022 Self-supervised Heterogeneous Graph Pre-training Based on Structural Clustering NeurIPS 2022 Self-supervised learning for analysis of temporal and morphological drug effects in cancer cell imaging data MIDL 2022 Self-Supervised Learning Through Efference Copies NeurIPS 2022 Self-Supervised Learning via Maximum Entropy Coding NeurIPS 2022 Self-Supervised Learning with an Information Maximization Criterion NeurIPS 2022 Self-supervised learning with random-projection quantizer for speech recognition ICML 2022 Self-Supervised Neural Articulated Shape and Appearance Models CVPR 2022 Self-Supervised Pre-training for Protein Embeddings Using Tertiary Structures AAAI 2022 Self-Supervised Pretraining Improves Self-Supervised Pretraining WACV 2022 Self-supervised Representation Fusion for Speech and Wearable Based Emotion Recognition Interspeech 2022 Self-Supervised Representation Learning for High-Content Screening MIDL 2022 Self-Supervised Representation Learning via Latent Graph Prediction ICML 2022 Self-supervised representations for multi-view reinforcement learning UAI 2022 Self-Supervised Robust Scene Flow Estimation via the Alignment of Probability Density Functions AAAI 2022 Self-supervised Semantic-driven Phoneme Discovery for Zero-resource Speech Recognition ACL 2022 Self-Supervised Spatiotemporal Representation Learning by Exploiting Video Continuity AAAI 2022 Self-Supervised Speaker Verification Using Dynamic Loss-Gate and Label Correction Interspeech 2022 Self-Supervised Transformers for Unsupervised Object Discovery Using Normalized Cut CVPR 2022 Self-Supervision Enhanced Feature Selection with Correlated Gates ICLR 2022