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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)

Large-Scale Learning with Fourier Features and Tensor Decompositions NeurIPS 2021 Large-Scale Unsupervised Object Discovery NeurIPS 2021 LA-SACo: A Study of Learning Approaches for Sentiments Analysis inCode-Mixing Texts EACL 2021 LASR: Learning Articulated Shape Reconstruction From a Monocular Video CVPR 2021 LassoNet: A Neural Network with Feature Sparsity JMLR 2021 LassoNet: Neural Networks with Feature Sparsity AISTATS 2021 LAST at CMCL 2021 Shared Task: Predicting Gaze Data During Reading with a Gradient Boosting Decision Tree Approach NAACL 2021 LAST at SemEval-2021 Task 1: Improving Multi-Word Complexity Prediction Using Bigram Association Measures SemEval 2021 Last iterate convergence of SGD for Least-Squares in the Interpolation regime. NeurIPS 2021 Late Fusion of the Available Lexicon and Raw Waveform-Based Acoustic Modeling for Depression and Dementia Recognition Interspeech 2021 Latent Equilibrium: A unified learning theory for arbitrarily fast computation with arbitrarily slow neurons NeurIPS 2021 Latent Hatred: A Benchmark for Understanding Implicit Hate Speech EMNLP 2021 Latent Independent Excitation for Generalizable Sensor-based Cross-Person Activity Recognition AAAI 2021 Latent Programmer: Discrete Latent Codes for Program Synthesis ICML 2021 Latent Space Energy-Based Model of Symbol-Vector Coupling for Text Generation and Classification ICML 2021 Latent variable modeling with random features AISTATS 2021 LATEX-Numeric: Language Agnostic Text Attribute Extraction for Numeric Attributes NAACL 2021 Lattice partition recovery with dyadic CART NeurIPS 2021 “Laughing at you or with you”: The Role of Sarcasm in Shaping the Disagreement Space EACL 2021 LAU-Net: Latitude Adaptive Upscaling Network for Omnidirectional Image Super-Resolution CVPR 2021 Layer-Assisted Neural Topic Modeling over Document Networks IJCAI 2021 LayoutGMN: Neural Graph Matching for Structural Layout Similarity CVPR 2021 LayoutReader: Pre-training of Text and Layout for Reading Order Detection EMNLP 2021 LayoutTransformer: Layout Generation and Completion With Self-Attention ICCV 2021 LCP-RIT at SemEval-2021 Task 1: Exploring Linguistic Features for Lexical Complexity Prediction SemEval 2021