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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)

RAID: A Shared Benchmark for Robust Evaluation of Machine-Generated Text Detectors ACL 2024 RAM-Avatar: Real-time Photo-Realistic Avatar from Monocular Videos with Full-body Control CVPR 2024 RAMP: Boosting Adversarial Robustness Against Multiple l_p Perturbations for Universal Robustness NeurIPS 2024 Random Forest Weighted Local Fréchet Regression with Random Objects JMLR 2024 Random Label Forests: An Ensemble Method with Label Subsampling For Extreme Multi-Label Problems EMNLP 2024 Random Oscillators Network for Time Series Processing AISTATS 2024 Random Smoothing Regularization in Kernel Gradient Descent Learning JMLR 2024 Random Walks for Temporal Action Segmentation With Timestamp Supervision WACV 2024 RanDumb: Random Representations Outperform Online Continually Learned Representations NeurIPS 2024 RankDVQA: Deep VQA Based on Ranking-Inspired Hybrid Training WACV 2024 RankED: Addressing Imbalance and Uncertainty in Edge Detection Using Ranking-based Losses CVPR 2024 Ranking Distillation for Open-Ended Video Question Answering with Insufficient Labels CVPR 2024 Ranking Entities along Conceptual Space Dimensions with LLMs: An Analysis of Fine-Tuning Strategies ACL 2024 RankUp: Boosting Semi-Supervised Regression with an Auxiliary Ranking Classifier NeurIPS 2024 Rates of convergence for density estimation with generative adversarial networks JMLR 2024 RAVEL: Evaluating Interpretability Methods on Disentangling Language Model Representations ACL 2024 RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned Vision-Language Models NeurIPS 2024 RawBMamba: End-to-End Bidirectional State Space Model for Audio Deepfake Detection Interspeech 2024 Rayleigh Quotient Graph Neural Networks for Graph-level Anomaly Detection ICLR 2024 RDesign: Hierarchical Data-efficient Representation Learning for Tertiary Structure-based RNA Design ICLR 2024 RDproj at SemEval-2024 Task 4: An Ensemble Learning Approach for Multilingual Detection of Persuasion Techniques in Memes SemEval 2024 ReactZyme: A Benchmark for Enzyme-Reaction Prediction NeurIPS 2024 Reading Between the Tweets: Deciphering Ideological Stances of Interconnected Mixed-Ideology Communities EACL 2024 ReadLet: A Dataset for Oral, Visual and Tactile Text Reading Data of Early and Mature Readers COLING 2024 Real-Fake: Effective Training Data Synthesis Through Distribution Matching ICLR 2024