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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)

Multilingual Gradient Word-Order Typology from Universal Dependencies EACL 2024 Multilingual Nonce Dependency Treebanks: Understanding how Language Models Represent and Process Syntactic Structure NAACL 2024 Multilingual Sentence-T5: Scalable Sentence Encoders for Multilingual Applications COLING 2024 Multilingual Speech and Language Analysis for the Assessment of Mild Cognitive Impairment: Outcomes from the Taukadial Challenge Interspeech 2024 Multilingual Substitution-based Word Sense Induction COLING 2024 MultiMax: Sparse and Multi-Modal Attention Learning ICML 2024 MultiMedEval: A Benchmark and a Toolkit for Evaluating Medical Vision-Language Models MIDL 2024 Multi-mic Echo Cancellation Coalesced with Beamforming for Real World Adverse Acoustic Conditions Interspeech 2024 Multimodal Belief Prediction Interspeech 2024 Multimodal Channel-Mixing: Channel and Spatial Masked AutoEncoder on Facial Action Unit Detection WACV 2024 Multimodal Chart Retrieval: A Comparison of Text, Table and Image Based Approaches NAACL 2024 Multi-modal Concept Alignment Pre-training for Generative Medical Visual Question Answering ACL 2024 Multimodal Cross-Document Event Coreference Resolution Using Linear Semantic Transfer and Mixed-Modality Ensembles COLING 2024 Multimodal Deep Learning for Remote Stress Estimation Using CCT-LSTM WACV 2024 Multi-Modal Disordered Representation Learning Network for Description-Based Person Search AAAI 2024 Multimodal Fallacy Classification in Political Debates EACL 2024 Multimodal Fusion of Music Theory-Inspired and Self-Supervised Representations for Improved Emotion Recognition Interspeech 2024 Multi-modal Instruction Tuned LLMs with Fine-grained Visual Perception CVPR 2024 Multi-Modality Spatio-Temporal Forecasting via Self-Supervised Learning IJCAI 2024 Multi-Modal Latent Space Learning for Chain-of-Thought Reasoning in Language Models AAAI 2024 Multi-modal Learning for Geospatial Vegetation Forecasting CVPR 2024 Multimodal Multi-loss Fusion Network for Sentiment Analysis NAACL 2024 Multi-Modal Proxy Learning Towards Personalized Visual Multiple Clustering CVPR 2024 Multimodal Representation Loss Between Timed Text and Audio for Regularized Speech Separation Interspeech 2024 Multi-modal Transfer Learning between Biological Foundation Models NeurIPS 2024