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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)

A Highly-Parameterized Ensemble to Play Gin Rummy AAAI 2021 A Hyperbolic-to-Hyperbolic Graph Convolutional Network CVPR 2021 A Hypergradient Approach to Robust Regression without Correspondence ICLR 2021 AIMH at SemEval-2021 Task 6: Multimodal Classification Using an Ensemble of Transformer Models SemEval 2021 AINet: Association Implantation for Superpixel Segmentation ICCV 2021 AI on the Bog: Monitoring and Evaluating Cranberry Crop Risk WACV 2021 A Joint Model for Dropped Pronoun Recovery and Conversational Discourse Parsing in Chinese Conversational Speech ACL 2021 A Joint Training Approach to Tweet Classification and Adverse Effect Extraction and Normalization for SMM4H 2021 NAACL 2021 A Kernel-based Test of Independence for Cluster-correlated Data NeurIPS 2021 A Knowledge-Guided Framework for Frame Identification ACL 2021 ALADIN: All Layer Adaptive Instance Normalization for Fine-Grained Style Similarity ICCV 2021 A Language Model-based Generative Classifier for Sentence-level Discourse Parsing EMNLP 2021 A Large-scale Comprehensive Abusiveness Detection Dataset with Multifaceted Labels from Reddit CoNLL 2021 A Large-Scale English Multi-Label Twitter Dataset for Cyberbullying and Online Abuse Detection ACL 2021 A Large-scale Evaluation of Neural Machine Transliteration for Indic Languages EACL 2021 A Large-Scale Study on Unsupervised Spatiotemporal Representation Learning CVPR 2021 A Learning-Based Approach to Parametric Rotoscoping of Multi-Shape Systems WACV 2021 Alejandro Mosquera at SemEval-2021 Task 1: Exploring Sentence and Word Features for Lexical Complexity Prediction SemEval 2021 Algorithmic stability and generalization of an unsupervised feature selection algorithm NeurIPS 2021 A Light Stage on Every Desk ICCV 2021 Align before Fuse: Vision and Language Representation Learning with Momentum Distillation NeurIPS 2021 Aligning Cross-lingual Sentence Representations with Dual Momentum Contrast EMNLP 2021 Aligning Multidimensional Worldviews and Discovering Ideological Differences EMNLP 2021 Aligning Silhouette Topology for Self-Adaptive 3D Human Pose Recovery NeurIPS 2021 Aligning Time Series on Incomparable Spaces AISTATS 2021