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data fusion

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causal inference (5) multi-view learning (4) treatment effect (3) multi-view clustering (3) treatment effect estimation (2) dense prediction (2) multimodal data (2) missing data (2) convolutional neural network (2) multimodal learning (2)

Papers

Causal-ICM: A Data Fusion Framework For Heterogeneous Treatment Effect Estimation With Multi-Task Gaussian Processes CLeaR 2026 DW-DGAT: Dynamically Weighted Dual Graph Attention Network for Neurodegenerative Disease Diagnosis AAAI 2026 A General Identification Algorithm For Data Fusion Problems Under Systematic Selection UAI 2024 Fusion from a Distributional Perspective: A Unified Symbiotic Diffusion Framework for Any Multisource Remote Sensing Data Classification IJCAI 2024 Identification and Estimation for Nonignorable Missing Data: A Data Fusion Approach ICML 2024 Learning Instrumental Variable from Data Fusion for Treatment Effect Estimation AAAI 2023 NetPanel: Traffic Measurement of Exchange Online Service NSDI 2023 On the Importance of Accurate Geometry Data for Dense 3D Vision Tasks CVPR 2023 SiWare: Contextual Understanding of Industrial Data for Situational Awareness IJCAI 2023 TFAN: Temporal-Feature correlations Attention-based Network for Urban Air Quality Prediction using Data Fusion technology ACML 2023 Robust Direct Learning for Causal Data Fusion ACML 2022 Trusted Multi-View Deep Learning with Opinion Aggregation AAAI 2022 A Scalable Reasoning and Learning Approach for Neural-Symbolic Stream Fusion AAAI 2021 Attentive Multiview Text Representation for Differential Diagnosis ACL 2021 Efficient Online Estimation of Causal Effects by Deciding What to Observe NeurIPS 2021 How to leverage the multimodal EHR data for better medical prediction? EMNLP 2021 Predicting Mining Industry Accidents with a Multitask Learning Approach AAAI 2021 Addressing Sample Size Challenges in Linked Data Through Data Fusion MLHC 2020 Covidex: Neural Ranking Models and Keyword Search Infrastructure for the COVID-19 Open Research Dataset EMNLP 2020 DeepDualMapper: A Gated Fusion Network for Automatic Map Extraction Using Aerial Images and Trajectories AAAI 2020 Multiple Partitions Aligned Clustering IJCAI 2019 Multi-View Learning from Disparate Sources for Poverty Mapping AAAI 2019 Spectral Perturbation Meets Incomplete Multi-view Data IJCAI 2019 Wide-Area Crowd Counting via Ground-Plane Density Maps and Multi-View Fusion CNNs CVPR 2019 Multi-Sensor Mobile Platform for the Recognition of Activities of Daily Living and their Environments based on Artificial Neural Networks IJCAI 2018