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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)

Deep Homogeneous Mixture Models: Representation, Separation, and Approximation NeurIPS 2018 Deep into Hypersphere: Robust and Unsupervised Anomaly Discovery in Dynamic Networks IJCAI 2018 Deep Joint Semantic-Embedding Hashing IJCAI 2018 Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions ICML 2018 Deep Learning Architecture for Complex Word Identification NAACL 2018 Deep Learning for Depression Detection of Twitter Users NAACL 2018 Deep Learning for Social Media Health Text Classification EMNLP 2018 Deep Learning in Paralinguistic Recognition Tasks: Are Hand-crafted Features Still Relevant? Interspeech 2018 Deep Learning of Graph Matching CVPR 2018 Deep Learning Techniques for Koala Activity Detection Interspeech 2018 Deep Learning the Ising Model Near Criticality JMLR 2018 Deep Learning with Logged Bandit Feedback ICLR 2018 Deep Lesion Graphs in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-Scale Lesion Database CVPR 2018 Deeply Fused Speaker Embeddings for Text-Independent Speaker Verification Interspeech 2018 Deep Marching Cubes: Learning Explicit Surface Representations CVPR 2018 Deep Metric Learning for the Target Cost in Unit-Selection Speech Synthesizer Interspeech 2018 Deep Models for Arabic Dialect Identification on Benchmarked Data COLING 2018 Deep Models of Interactions Across Sets ICML 2018 Deep Multi-instance Learning with Dynamic Pooling ACML 2018 Deep Multi-View Concept Learning IJCAI 2018 DeepMVS: Learning Multi-View Stereopsis CVPR 2018 Deep Neural Models of Semantic Shift NAACL 2018 Deep Neural Nets with Interpolating Function as Output Activation NeurIPS 2018 Deep Neural Networks as Gaussian Processes ICLR 2018 Deep Neural Networks for Emotion Recognition Combining Audio and Transcripts Interspeech 2018