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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)

RoSA: A Robust Self-Aligned Framework for Node-Node Graph Contrastive Learning IJCAI 2022 RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion ACL 2022 RRL: Regional Rotate Layer in Convolutional Neural Networks AAAI 2022 RubCSG at SemEval-2022 Task 5: Ensemble learning for identifying misogynous MEMEs SemEval 2022 RuCCoN: Clinical Concept Normalization in Russian ACL 2022 RuCoLA: Russian Corpus of Linguistic Acceptability EMNLP 2022 RuDSI: Graph-based Word Sense Induction Dataset for Russian COLING 2022 RUG-1-Pegasussers at SemEval-2022 Task 3: Data Generation Methods to Improve Recognizing Appropriate Taxonomic Word Relations SemEval 2022 RUMs from Head-to-Head Contests ICML 2022 RU-Net: Regularized Unrolling Network for Scene Graph Generation CVPR 2022 S2SNet: A Pretrained Neural Network for Superconductivity Discovery IJCAI 2022 S3GC: Scalable Self-Supervised Graph Clustering NeurIPS 2022 S4-Tuning: A Simple Cross-lingual Sub-network Tuning Method ACL 2022 Safe Active Learning for Multi-Output Gaussian Processes AISTATS 2022 Safe-Student for Safe Deep Semi-Supervised Learning With Unseen-Class Unlabeled Data CVPR 2022 Saliency as Evidence: Event Detection with Trigger Saliency Attribution ACL 2022 Saliency Grafting: Innocuous Attribution-Guided Mixup with Calibrated Label Mixing AAAI 2022 Salient ImageNet: How to discover spurious features in Deep Learning? ICLR 2022 Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One? EMNLP 2022 Salient-to-Broad Transition for Video Person Re-Identification CVPR 2022 Same Author or Just Same Topic? Towards Content-Independent Style Representations ACL 2022 Same Cause; Different Effects in the Brain CLeaR 2022 Same Neurons, Different Languages: Probing Morphosyntax in Multilingual Pre-trained Models NAACL 2022 Sammaan@LT-EDI-ACL2022: Ensembled Transformers Against Homophobia and Transphobia ACL 2022 Sample Selection with Uncertainty of Losses for Learning with Noisy Labels ICLR 2022