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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)

Speaker Embeddings by Modeling Channel-Wise Correlations Interspeech 2021 Speaker Normalization Using Joint Variational Autoencoder Interspeech 2021 Speaker Turn Modeling for Dialogue Act Classification EMNLP 2021 Speaking Corona? Human and Machine Recognition of COVID-19 from Voice Interspeech 2021 SpecRec: An Alternative Solution for Improving End-to-End Speech-to-Text Translation via Spectrogram Reconstruction Interspeech 2021 Spectral embedding for dynamic networks with stability guarantees NeurIPS 2021 Spectral Tensor Train Parameterization of Deep Learning Layers AISTATS 2021 SPECTRE: defending against backdoor attacks using robust statistics ICML 2021 Spectro-Temporal Deep Features for Disordered Speech Assessment and Recognition Interspeech 2021 Speech2Talking-Face: Inferring and Driving a Face with Synchronized Audio-Visual Representation IJCAI 2021 Speech Based Depression Severity Level Classification Using a Multi-Stage Dilated CNN-LSTM Model Interspeech 2021 Speech Disorder Classification Using Extended Factorized Hierarchical Variational Auto-Encoders Interspeech 2021 Speech Emotion Recognition with Multi-Task Learning Interspeech 2021 Speechformer: Reducing Information Loss in Direct Speech Translation EMNLP 2021 Speech Intelligibility of Dysarthric Speech: Human Scores and Acoustic-Phonetic Features Interspeech 2021 Speech Representation Learning Combining Conformer CPC with Deep Cluster for the ZeroSpeech Challenge 2021 Interspeech 2021 Speech Separation Using an Asynchronous Fully Recurrent Convolutional Neural Network NeurIPS 2021 Speeding Up Transformer Training By Using Dataset Subsampling - An Exploratory Analysis EMNLP 2021 SpellBERT: A Lightweight Pretrained Model for Chinese Spelling Check EMNLP 2021 Spherical Confidence Learning for Face Recognition CVPR 2021 Spine2Net: SpineNet with Res2Net and Time-Squeeze-and-Excitation Blocks for Speaker Recognition Interspeech 2021 SPIN: Structure-Preserving Inner Offset Network for Scene Text Recognition AAAI 2021 Split then Refine: Stacked Attention-guided ResUNets for Blind Single Image Visible Watermark Removal AAAI 2021 Spoken Term Detection and Relevance Score Estimation Using Dot-Product of Pronunciation Embeddings Interspeech 2021 Spot the Difference: Detection of Topological Changes via Geometric Alignment NeurIPS 2021