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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)

Autoregressive Score Generation for Multi-trait Essay Scoring EACL 2024 Auxiliary Knowledge-Induced Learning for Automatic Multi-Label Medical Document Classification COLING 2024 AV2AV: Direct Audio-Visual Speech to Audio-Visual Speech Translation with Unified Audio-Visual Speech Representation CVPR 2024 Average gradient outer product as a mechanism for deep neural collapse NeurIPS 2024 A versatile informative diffusion model for single-cell ATAC-seq data generation and analysis NeurIPS 2024 A Video is Worth 256 Bases: Spatial-Temporal Expectation-Maximization Inversion for Zero-Shot Video Editing CVPR 2024 A Walsh Hadamard Derived Linear Vector Symbolic Architecture NeurIPS 2024 A Wireframe-Based Approach for Classifying and Acquiring Proficiency in the American Sign Language (Student Abstract) AAAI 2024 Axis Tour: Word Tour Determines the Order of Axes in ICA-transformed Embeddings EMNLP 2024 Back to the Continuous Attractor NeurIPS 2024 Backward Compatibility During Data Updates by Weight Interpolation EACL 2024 Backward Lens: Projecting Language Model Gradients into the Vocabulary Space EMNLP 2024 BaCon: Boosting Imbalanced Semi-supervised Learning via Balanced Feature-Level Contrastive Learning AAAI 2024 Bagged Deep Image Prior for Recovering Images in the Presence of Speckle Noise ICML 2024 Bagging is an Optimal PAC Learner (Extended Abstract) IJCAI 2024 Balanced Data, Imbalanced Spectra: Unveiling Class Disparities with Spectral Imbalance ICML 2024 Balanced Data Sampling for Language Model Training with Clustering ACL 2024 Balanced-Wav2Vec: Enhancing Stability and Robustness of Representation Learning Through Sample Reweighting Techniques Interspeech 2024 Balancing Transparency and Accuracy: A Comparative Analysis of Rule-Based and Deep Learning Models in Political Bias Classification EMNLP 2024 Baleegh at KSAA-CAD 2024: Towards Enhancing Arabic Reverse Dictionaries ACL 2024 BAMBAS at SemEval-2024 Task 4: How far can we get without looking at hierarchies? SemEval 2024 Bandit-Feedback Online Multiclass Classification: Variants and Tradeoffs NeurIPS 2024 BANF: Band-Limited Neural Fields for Levels of Detail Reconstruction CVPR 2024 Barely Supervised Learning for Graph-Based Fraud Detection AAAI 2024 Batch Calibration: Rethinking Calibration for In-Context Learning and Prompt Engineering ICLR 2024