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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)

Federated Deep AUC Maximization for Hetergeneous Data with a Constant Communication Complexity ICML 2021 Federated Learning for Non-IID Data via Unified Feature Learning and Optimization Objective Alignment ICCV 2021 Feedback Graph Attention Convolutional Network for MR Images Enhancement by Exploring Self-Similarity Features MIDL 2021 Fenchel-Young Losses with Skewed Entropies for Class-posterior Probability Estimation AISTATS 2021 Few-Shot 3D Point Cloud Semantic Segmentation CVPR 2021 Few-Shot Classification With Feature Map Reconstruction Networks CVPR 2021 Few-Shot Class-Incremental Learning via Relation Knowledge Distillation AAAI 2021 Few-Shot Conformal Prediction with Auxiliary Tasks ICML 2021 Few-Shot Data-Driven Algorithms for Low Rank Approximation NeurIPS 2021 Few-Shot Emotion Recognition in Conversation with Sequential Prototypical Networks EMNLP 2021 Few-shot Font Generation with Localized Style Representations and Factorization AAAI 2021 Few-Shot Human Motion Transfer by Personalized Geometry and Texture Modeling CVPR 2021 Few-Shot Incremental Learning With Continually Evolved Classifiers CVPR 2021 Few-shot Intent Classification and Slot Filling with Retrieved Examples NAACL 2021 Few-shot Learning for Multi-label Intent Detection AAAI 2021 Few-shot Learning for Slot Tagging with Attentive Relational Network EACL 2021 Few-Shot Learning via Learning the Representation, Provably ICLR 2021 Few-Shot One-Class Classification via Meta-Learning AAAI 2021 Few-Shot Open-Set Recognition by Transformation Consistency CVPR 2021 Few-Shot Partial-Label Learning IJCAI 2021 FII FUNNY at SemEval-2021 Task 7: HaHackathon: Detecting and rating Humor and Offense SemEval 2021 Filling the Gap of Utterance-aware and Speaker-aware Representation for Multi-turn Dialogue AAAI 2021 Filling the Gaps in Ancient Akkadian Texts: A Masked Language Modelling Approach EMNLP 2021 Filtered Inner Product Projection for Crosslingual Embedding Alignment ICLR 2021 FIMAP: Feature Importance by Minimal Adversarial Perturbation AAAI 2021