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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

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51
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966
4,853
5,823
2000
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Papers (including subtopics)

IrEne: Interpretable Energy Prediction for Transformers ACL 2021 IRNLP_DAIICT@DravidianLangTech-EACL2021:Offensive Language identification in Dravidian Languages using TF-IDF Char N-grams and MuRIL EACL 2021 Is Automated Topic Model Evaluation Broken? The Incoherence of Coherence NeurIPS 2021 ISD: Self-Supervised Learning by Iterative Similarity Distillation ICCV 2021 Ising Model Selection Using ℓ_1-Regularized Linear Regression: A Statistical Mechanics Analysis NeurIPS 2021 Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning Interpretability EMNLP 2021 ISNet: Integrate Image-Level and Semantic-Level Context for Semantic Segmentation ICCV 2021 IsoBN: Fine-Tuning BERT with Isotropic Batch Normalization AAAI 2021 Isolation Graph Kernel AAAI 2021 Isometric Gaussian Process Latent Variable Model for Dissimilarity Data ICML 2021 Isotonic Data Augmentation for Knowledge Distillation IJCAI 2021 Is This Translation Error Critical?: Classification-Based Human and Automatic Machine Translation Evaluation Focusing on Critical Errors EACL 2021 Item Response Ranking for Cognitive Diagnosis IJCAI 2021 Iterative Bounding MDPs: Learning Interpretable Policies via Non-Interpretable Methods AAAI 2021 Iterative GNN-based Decoder for Question Generation EMNLP 2021 Iterative Shrinking for Referring Expression Grounding Using Deep Reinforcement Learning CVPR 2021 Iterative Teaching by Label Synthesis NeurIPS 2021 Iterative Utterance Segmentation for Neural Semantic Parsing AAAI 2021 ITRIX - an AI Enabled Solution for Orchestration of Recovery Instructions AAAI 2021 iVPF: Numerical Invertible Volume Preserving Flow for Efficient Lossless Compression CVPR 2021 Jibes & Delights: A Dataset of Targeted Insults and Compliments to Tackle Online Abuse ACL 2021 Jigsaw Clustering for Unsupervised Visual Representation Learning CVPR 2021 Johnson-Lindenstrauss Transforms with Best Confidence COLT 2021 Joint Air Quality and Weather Prediction Based on Multi-Adversarial Spatiotemporal Networks AAAI 2021 Joint Coreference Resolution and Character Linking for Multiparty Conversation EACL 2021