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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)

Magnitude and timing of acceleration peaks in stressed and unstressed syllables Interspeech 2024 Magnum JUCSE at SemEval-2024 Task 4: Multilingual Detection of Persuasion Techniques in Memes SemEval 2024 Maia-2: A Unified Model for Human-AI Alignment in Chess NeurIPS 2024 Major Entity Identification: A Generalizable Alternative to Coreference Resolution EMNLP 2024 Majority-of-Three: The Simplest Optimal Learner? COLT 2024 Majority Rules Guided Aspect-Category Based Sentiment Analysis via Label Prior Knowledge COLING 2024 Make-A-Shape: a Ten-Million-scale 3D Shape Model ICML 2024 Make Bricks with a Little Straw: Large-Scale Spatio-Temporal Graph Learning with Restricted GPU-Memory Capacity IJCAI 2024 Making Reasoning Matter: Measuring and Improving Faithfulness of Chain-of-Thought Reasoning EMNLP 2024 MALT Powers Up Adversarial Attacks NeurIPS 2024 MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection NeurIPS 2024 MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging NeurIPS 2024 MambaTalk: Efficient Holistic Gesture Synthesis with Selective State Space Models NeurIPS 2024 MambaTree: Tree Topology is All You Need in State Space Model NeurIPS 2024 MAMMOTH: Massively Multilingual Modular Open Translation @ Helsinki EACL 2024 MA-Net: Rethinking Neural Unit in the Light of Astrocytes AAAI 2024 Manifold-Aligned Counterfactual Explanations for Neural Networks AISTATS 2024 Manifold-Based Verbalizer Space Re-embedding for Tuning-Free Prompt-Based Classification AAAI 2024 Manifold Diffusion Fields ICLR 2024 Manifold Learning by Mixture Models of VAEs for Inverse Problems JMLR 2024 Manipulate-Anything: Automating Real-World Robots using Vision-Language Models CoRL 2024 Manipulating Embeddings of Stable Diffusion Prompts IJCAI 2024 Man or Machine: Evaluating Spelling Error Detection in Danish Newspaper Corpora COLING 2024 MapGuide: A Simple yet Effective Method to Reconstruct Continuous Language from Brain Activities NAACL 2024 MAP IT to Visualize Representations ICLR 2024