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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)

Vocalization Recognition of People with Profound Intellectual and Multiple Disabilities (PIMD) Using Machine Learning Algorithms Interspeech 2021 Voice2Series: Reprogramming Acoustic Models for Time Series Classification ICML 2021 Voice Activity Detection for Live Speech of Baseball Game Based on Tandem Connection with Speech/Noise Separation Model Interspeech 2021 Volta at SemEval-2021 Task 6: Towards Detecting Persuasive Texts and Images using Textual and Multimodal Ensemble SemEval 2021 Volume Rendering of Neural Implicit Surfaces NeurIPS 2021 von Mises-Fisher Loss: An Exploration of Embedding Geometries for Supervised Learning ICCV 2021 VoxelContext-Net: An Octree Based Framework for Point Cloud Compression CVPR 2021 VQMIVC: Vector Quantization and Mutual Information-Based Unsupervised Speech Representation Disentanglement for One-Shot Voice Conversion Interspeech 2021 VSQL: Variational Shadow Quantum Learning for Classification AAAI 2021 Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis ICCV 2021 Wandering within a world: Online contextualized few-shot learning ICLR 2021 WANLP 2021 Shared-Task: Towards Irony and Sentiment Detection in Arabic Tweets using Multi-headed-LSTM-CNN-GRU and MaRBERT EACL 2021 WarpedGANSpace: Finding Non-Linear RBF Paths in GAN Latent Space ICCV 2021 Wasserstein Contrastive Representation Distillation CVPR 2021 Wasserstein Coupled Graph Learning for Cross-Modal Retrieval ICCV 2021 Wasserstein Embedding for Graph Learning ICLR 2021 Wasserstein Flow Meets Replicator Dynamics: A Mean-Field Analysis of Representation Learning in Actor-Critic NeurIPS 2021 Wasserstein Random Forests and Applications in Heterogeneous Treatment Effects AISTATS 2021 wav2vec-C: A Self-Supervised Model for Speech Representation Learning Interspeech 2021 Wav-BERT: Cooperative Acoustic and Linguistic Representation Learning for Low-Resource Speech Recognition EMNLP 2021 Weak learning convex sets under normal distributions COLT 2021 Weakly-Supervised Action Segmentation and Alignment via Transcript-Aware Union-of-Subspaces Learning ICCV 2021 Weakly Supervised Representation Learning With Coarse Labels ICCV 2021 Weakly Supervised Volumetric Segmentation via Self-taught Shape Denoising Model MIDL 2021 Weak-shot Fine-grained Classification via Similarity Transfer NeurIPS 2021