MULTI-VIEW LEARNING

Multi-View Learning is a machine learning framework where data are represented by multiple distinct feature groups, and each feature group is referred to as a particular view.

Papers

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Showing 51–75 of 256 papers

Title	Date	Tasks	Status	Score
Balanced Multi-view Clustering	Jan 5, 2025	ClusteringMULTI-VIEW LEARNING	CodeCode Available	5
Conformal Prediction for Ensembles: Improving Efficiency via Score-Based Aggregation	May 25, 2024	Conformal PredictionMULTI-VIEW LEARNING	CodeCode Available	5
Adaptive Fusion of Multi-view Remote Sensing data for Optimal Sub-field Crop Yield Prediction	Jan 22, 2024	Crop Yield PredictionMULTI-VIEW LEARNING	CodeCode Available	5
Missing Data as Augmentation in the Earth Observation Domain: A Multi-View Learning Approach	Jan 2, 2025	Earth ObservationMULTI-VIEW LEARNING	CodeCode Available	5
Patterns for Learning with Side Information	Nov 19, 2015	Multi-Task LearningMULTI-VIEW LEARNING	CodeCode Available	5
Deep brain state classification of MEG data	Jul 2, 2020	Brain DecodingClassification	CodeCode Available	5
In the Search for Optimal Multi-view Learning Models for Crop Classification with Global Remote Sensing Data	Mar 25, 2024	Crop ClassificationMultimodal Deep Learning	CodeCode Available	5
Deep Collective Matrix Factorization for Augmented Multi-View Learning	Nov 28, 2018	Bayesian OptimizationMatrix Completion	CodeCode Available	5
Learning Dual Retrieval Module for Semi-supervised Relation Extraction	Feb 20, 2019	MULTI-VIEW LEARNINGRelation	CodeCode Available	5
Increasing the Robustness of Model Predictions to Missing Sensors in Earth Observation	Jul 22, 2024	Air Quality InferenceCrop Classification	CodeCode Available	5
A Tweet-based Dataset for Company-Level Stock Return Prediction	Jun 17, 2020	MULTI-VIEW LEARNING	CodeCode Available	5
A Survey on Multi-Task Learning	Jul 25, 2017	Active LearningClustering	CodeCode Available	5
Discovering Common Information in Multi-view Data	Jun 21, 2024	MULTI-VIEW LEARNING	CodeCode Available	5
Integrative Multi-View Reduced-Rank Regression: Bridging Group-Sparse and Low-Rank Models	Jul 26, 2018	MULTI-VIEW LEARNINGregression	CodeCode Available	5
Explainable Multi-View Deep Networks Methodology for Experimental Physics	Aug 16, 2023	Decision MakingMULTI-VIEW LEARNING	CodeCode Available	5
Fine-Tuning Language Models with Reward Learning on Policy	Mar 28, 2024	MULTI-VIEW LEARNING	CodeCode Available	5
EIT: Enhanced Interactive Transformer	Dec 20, 2022	Abstractive Text SummarizationLanguage Modeling	CodeCode Available	5
Ensemble of Multi-View Learning Classifiers for Cross-Domain Iris Presentation Attack Detection	Nov 25, 2018	Cross-Domain Iris Presentation Attack DetectionIris Recognition	CodeCode Available	5
Generalized Trusted Multi-view Classification Framework with Hierarchical Opinion Aggregation	Nov 6, 2024	MULTI-VIEW LEARNING	CodeCode Available	5
Dynamic Evidence Decoupling for Trusted Multi-view Learning	Oct 4, 2024	MULTI-VIEW LEARNING	CodeCode Available	5
Dual Memory Neural Computer for Asynchronous Two-view Sequential Learning	Feb 2, 2018	DecoderMULTI-VIEW LEARNING	CodeCode Available	5
Unconstrained Stochastic CCA: Unifying Multiview and Self-Supervised Learning	Oct 2, 2023	Multiview LearningMULTI-VIEW LEARNING	CodeCode Available	5
Impact Assessment of Missing Data in Model Predictions for Earth Observation Applications	Mar 21, 2024	ClassificationClassification on Time Series with Missing Data	CodeCode Available	5
Geolocation of Cultural Heritage using Multi-View Knowledge Graph Embedding	Sep 8, 2022	Graph EmbeddingKnowledge Graph Embedding	CodeCode Available	5
Recurrent Neural Network for (Un-)supervised Learning of Monocular VideoVisual Odometry and Depth	Apr 15, 2019	Depth EstimationMULTI-VIEW LEARNING	CodeCode Available	5

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