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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)

Progressive Painterly Image Harmonization from Low-Level Styles to High-Level Styles AAAI 2024 Project and Probe: Sample-Efficient Adaptation by Interpolating Orthogonal Features ICLR 2024 Projective Methods for Mitigating Gender Bias in Pre-trained Language Models COLING 2024 ProLex: A Benchmark for Language Proficiency-oriented Lexical Substitution ACL 2024 Promoting Counterfactual Robustness through Diversity AAAI 2024 Promoting Research Collaboration with Open Data Driven Team Recommendation in Response to Call for Proposals AAAI 2024 ProMotion: Prototypes As Motion Learners CVPR 2024 PromptFusion: Decoupling Stability and Plasticity for Continual Learning ECCV 2024 Prompting Hard or Hardly Prompting: Prompt Inversion for Text-to-Image Diffusion Models CVPR 2024 Prompt Link Multimodal Fusion in Multimodal Sentiment Analysis Interspeech 2024 PromptMRG: Diagnosis-Driven Prompts for Medical Report Generation AAAI 2024 PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval EMNLP 2024 Prompt Space Optimizing Few-shot Reasoning Success with Large Language Models NAACL 2024 PromptStream: Self-Supervised News Story Discovery Using Topic-Aware Article Representations COLING 2024 Prompt Tuned Embedding Classification for Industry Sector Allocation NAACL 2024 Prompt-Tuned Muti-Task Taxonomic Transformer (PTMTTaxoFormer) EMNLP 2024 Proper Laplacian Representation Learning ICLR 2024 Proportional Fairness in Clustering: A Social Choice Perspective NeurIPS 2024 Proportional Fairness in Non-Centroid Clustering NeurIPS 2024 ProS: Facial Omni-Representation Learning via Prototype-Based Self-Distillation WACV 2024 Prosody-Driven Privacy-Preserving Dementia Detection Interspeech 2024 Prosody of speech production in latent post-stroke aphasia Interspeech 2024 Prospective Representation Learning for Non-Exemplar Class-Incremental Learning NeurIPS 2024 PROSPECT PTMs: Rich Labeled Tandem Mass Spectrometry Dataset of Modified Peptides for Machine Learning in Proteomics NeurIPS 2024 ProSST: Protein Language Modeling with Quantized Structure and Disentangled Attention NeurIPS 2024