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A survey on deep multimodal learning for computer vision: advances, trends, applications, and datasets
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A survey of deep learning techniques for autonomous driving
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Adversarial Image Registration with Application for MR and TRUS Image Fusion
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Multimodal Unsupervised Image-to-Image Translation
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Survey on AI-Based Multimodal Methods for Emotion Detection
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Optical Flow Estimation with Deep Learning, a Survey on Recent Advances
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Deep Learning in Multimodal Medical Image Analysis
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Beyond the Nav-Graph: Vision-and-Language Navigation in Continuous Environments
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Multi-modal Unsupervised Feature Learning for RGB-D Scene Labeling
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LSD-SLAM: Large-Scale Direct Monocular SLAM
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Multimodal Gesture Recognition Using Multi-stream Recurrent Neural Network
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SSD: Single Shot MultiBox Detector
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Challenges in Multi-modal Gesture Recognition
inferredcites →https://doi.org/10.1007/978-3-319-58347-1_10openalex-snapshot
Domain-Adversarial Training of Neural Networks
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A Naturalistic Open Source Movie for Optical Flow Evaluation
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Frank Rosenblatt: Principles of Neurodynamics: Perceptrons and the Theory of Brain Mechanisms
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Majority Vote of Diverse Classifiers for Late Fusion
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Bidirectional Multimodal Recurrent Neural Networks with Refined Visual Features for Image Captioning
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Feature Learning Using Stacked Autoencoder for Shared and Multimodal Fusion of Medical Images
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A survey on deep neural network-based image captioning
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Photographic style transfer
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Joint learning of image detail and transmission map for single image dehazing
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Transformation of portraits to Picasso’s cubism style
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4D facial expression recognition using multimodal time series analysis of geometric landmark-based deformations
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A review of monocular visual odometry
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Integrating global and local image features for enhanced loop closure detection in RGB-D SLAM systems
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DRCDN: learning deep residual convolutional dehazing networks
inferredcites →https://doi.org/10.1007/s00371-019-01775-7openalex-snapshot
An integrated approach for medical abnormality detection using deep patch convolutional neural networks
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Multiple answers to a question: a new approach for visual question answering
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A single-shot multi-level feature reused neural network for object detection
inferredcites →https://doi.org/10.1007/s00371-020-01821-9openalex-snapshot
Multi-level progressive parallel attention guided salient object detection for RGB-D images
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Efficient object tracking using hierarchical convolutional features model and correlation filters
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Back-projection-based progressive growing generative adversarial network for single image super-resolution
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A survey on online learning for visual tracking
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Online multi-object tracking with pedestrian re-identification and occlusion processing
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Real-time multimodal ADL recognition using convolution neural networks
inferredcites →https://doi.org/10.1007/s00371-020-01934-1openalex-snapshot
RGB-D-based gaze point estimation via multi-column CNNs and facial landmarks global optimization
inferredcites →https://doi.org/10.1007/s00371-020-01957-8openalex-snapshot
Paradigm shifts in super-resolution techniques for remote sensing applications
inferredcites →https://doi.org/10.1007/s00371-020-01982-7openalex-snapshot
Fine-grained talking face generation with video reinterpretation
inferredcites →https://doi.org/10.1007/s00371-020-01986-3openalex-snapshot
$$\hbox {S}^2\hbox {RGAN}$$: sonar-image super-resolution based on generative adversarial network
inferredcites →https://doi.org/10.1007/s00371-020-02015-zopenalex-snapshot
Modality-transfer generative adversarial network and dual-level unified latent representation for visible thermal Person re-identification
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TICS: text–image-based semantic CAPTCHA synthesis via multi-condition adversarial learning
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DTR-HAR: deep temporal residual representation for human activity recognition
inferredcites →https://doi.org/10.1007/s00530-019-00645-5openalex-snapshot
Combining CNN streams of dynamic image and depth data for action recognition
inferredcites →https://doi.org/10.1007/s10462-020-09825-6openalex-snapshot
A survey of the recent architectures of deep convolutional neural networks
inferredcites →https://doi.org/10.1007/s10489-020-01801-5openalex-snapshot
Transfer learning based hybrid 2D-3D CNN for traffic sign recognition and semantic road detection applied in advanced driver assistance systems
inferredcites →https://doi.org/10.1007/s10916-020-01562-1openalex-snapshot
AI-Driven Tools for Coronavirus Outbreak: Need of Active Learning and Cross-Population Train/Test Models on Multitudinal/Multimodal Data
inferredcites →https://doi.org/10.1007/s11042-018-5856-1openalex-snapshot
Multi-modal gated recurrent units for image description
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Passion fruit detection and counting based on multiple scale faster R-CNN using RGB-D images
inferredcites →https://doi.org/10.1007/s11263-013-0620-5openalex-snapshot
Selective Search for Object Recognition
inferredcites →https://doi.org/10.1007/s11263-018-1133-zopenalex-snapshot
Complete 3D Scene Parsing from an RGBD Image
inferredcites →https://doi.org/10.1007/s11263-019-01189-xopenalex-snapshot
Video Question Answering with Spatio-Temporal Reasoning
inferredcites →https://doi.org/10.1007/s11263-019-01247-4openalex-snapshot
Deep Learning for Generic Object Detection: A Survey
inferredcites →https://doi.org/10.1007/s13246-020-00957-1openalex-snapshot
Hybrid-COVID: a novel hybrid 2D/3D CNN based on cross-domain adaptation approach for COVID-19 screening from chest X-ray images
inferredcites →https://doi.org/10.1007/s13735-017-0141-zopenalex-snapshot
A review of semantic segmentation using deep neural networks
inferredcites →https://doi.org/10.1007/s41095-020-0199-zopenalex-snapshot
RGB-D salient object detection: A survey
inferredcites →https://doi.org/10.1016/0004-3702(81)90024-2openalex-snapshot
Determining optical flow
inferredcites →https://doi.org/10.1016/b978-0-12-816385-6.00005-2openalex-snapshot
An Efficient Framework for Object Tracking in Video Surveillance
inferredcites →https://doi.org/10.1016/c2018-0-01791-0openalex-snapshot
Multimodal Scene Understanding
inferredcites →https://doi.org/10.1016/j.csl.2020.101093openalex-snapshot
Transfer learning for multimodal dialog
inferredcites →https://doi.org/10.1016/j.cviu.2021.103255openalex-snapshot
Multimodal attention networks for low-level vision-and-language navigation
inferredcites →https://doi.org/10.1016/j.eswa.2019.113114openalex-snapshot
A comprehensive survey on the biometric recognition systems based on physiological and behavioral modalities
inferredcites →https://doi.org/10.1016/j.neucom.2014.11.078openalex-snapshot
EasyMKL: a scalable multiple kernel learning algorithm
inferredcites →https://doi.org/10.1016/j.neucom.2015.09.116openalex-snapshot
Deep learning for visual understanding: A review
inferredcites →https://doi.org/10.1016/j.neucom.2018.11.004openalex-snapshot
A multimodal fusion approach for image captioning
inferredcites →https://doi.org/10.1016/j.neucom.2019.10.025openalex-snapshot
3D-SSD: Learning hierarchical features from RGB-D images for amodal 3D object detection
inferredcites →https://doi.org/10.1016/j.neucom.2019.11.023openalex-snapshot
Deep learning in video multi-object tracking: A survey
inferredcites →https://doi.org/10.1016/j.neucom.2020.01.085openalex-snapshot
Recent advances in deep learning for object detection
inferredcites →https://doi.org/10.1016/j.patcog.2016.09.039openalex-snapshot
Multi-modal multiple kernel learning for accurate identification of Tourette syndrome children
inferredcites →https://doi.org/10.1016/j.patcog.2019.05.032openalex-snapshot
Representation learning using step-based deep multi-modal autoencoders
inferredcites →https://doi.org/10.1016/j.patrec.2017.09.038openalex-snapshot
Multimodal vehicle detection: fusing 3D-LIDAR and color camera data
inferredcites →https://doi.org/10.1016/j.patrec.2018.10.002openalex-snapshot
Modality-correlation-aware sparse representation for RGB-infrared object tracking
inferredcites →https://doi.org/10.1016/j.phpro.2011.11.073openalex-snapshot
Content-Based Image Retrieval Research
inferredcites →https://doi.org/10.1016/j.procs.2017.03.069openalex-snapshot
Facial Expression Recognition with Faster R-CNN
inferredcites →https://doi.org/10.1016/j.sigpro.2015.01.001openalex-snapshot
Multimodal video classification with stacked contractive autoencoders
inferredcites →https://doi.org/10.1016/j.trc.2018.02.012openalex-snapshot
Autonomous vehicle perception: The technology of today and tomorrow
inferredcites →https://doi.org/10.1017/9781108891530.013openalex-snapshot
Generative Adversarial Networks
inferredcites →https://doi.org/10.1023/a:1007425814087openalex-snapshot
Factorial Hidden Markov Models
inferredcites →https://doi.org/10.1023/b:visi.0000013087.49260.fbopenalex-snapshot
Robust Real-Time Face Detection
inferredcites →https://doi.org/10.1038/323533a0openalex-snapshot
Learning representations by back-propagating errors
inferredcites →https://doi.org/10.1038/s41598-019-38914-yopenalex-snapshot
A patch-based super resolution algorithm for improving image resolution in clinical mass spectrometry
inferredcites →https://doi.org/10.1038/s41598-019-50835-4openalex-snapshot
Memory influences haptic perception of softness
inferredcites →https://doi.org/10.1109/5.18626openalex-snapshot
A tutorial on hidden Markov models and selected applications in speech recognition
inferredcites →https://doi.org/10.1109/5.726791openalex-snapshot
Gradient-based learning applied to document recognition
inferredcites →https://doi.org/10.1109/access.2018.2830661openalex-snapshot
A Survey of Deep Learning: Platforms, Applications and Emerging Research Trends
inferredcites →https://doi.org/10.1109/access.2019.2902507openalex-snapshot
ASoVS: Abstractive Summarization of Video Sequences
inferredcites →https://doi.org/10.1109/access.2019.2907071openalex-snapshot
RGB-D-Based Object Recognition Using Multimodal Convolutional Neural Networks: A Survey
inferredcites →https://doi.org/10.1109/access.2019.2916887openalex-snapshot
Deep Multimodal Representation Learning: A Survey
inferredcites →https://doi.org/10.1109/access.2019.2939201openalex-snapshot
A Survey of Deep Learning-Based Object Detection
inferredcites →https://doi.org/10.1109/access.2019.2962554openalex-snapshot
Multi-Sensor Fusion in Automated Driving: A Survey
inferredcites →https://doi.org/10.1109/access.2020.2975640openalex-snapshot
Real-Time Driving Scene Semantic Segmentation
inferredcites →https://doi.org/10.1109/access.2020.2997255openalex-snapshot
Multi-Modal Stacked Denoising Autoencoder for Handling Missing Data in Healthcare Big Data
inferredcites →https://doi.org/10.1109/access.2020.3016780openalex-snapshot
COVID-19 Detection Through Transfer Learning Using Multimodal Imaging Data
inferredcites →https://doi.org/10.1109/btas.2015.7358754openalex-snapshot
A deep neural network for audio-visual person recognition
inferredcites →https://doi.org/10.1109/cchi.2019.8901921openalex-snapshot
Video Object Detection Base on RGB and Optical Flow Analysis
inferredcites →https://doi.org/10.1109/comst.2020.2970550openalex-snapshot
Convergence of Edge Computing and Deep Learning: A Comprehensive Survey
inferredcites →https://doi.org/10.1109/cvpr.2014.81openalex-snapshot
Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation
inferredcites →https://doi.org/10.1109/cvpr.2015.7298965openalex-snapshot
Fully convolutional networks for semantic segmentation
inferredcites →https://doi.org/10.1109/cvpr.2015.7299135openalex-snapshot
Learning deep representations for ground-to-aerial geolocalization
inferredcites →https://doi.org/10.1109/cvpr.2016.10openalex-snapshot
Stacked Attention Networks for Image Question Answering
inferredcites →https://doi.org/10.1109/cvpr.2016.438openalex-snapshot
A Large Dataset to Train Convolutional Networks for Disparity, Optical Flow, and Scene Flow Estimation
inferredcites →https://doi.org/10.1109/cvpr.2016.442openalex-snapshot
Understanding RealWorld Indoor Scenes with Synthetic Data
inferredcites →https://doi.org/10.1109/cvpr.2016.541openalex-snapshot
Learning Deep Structure-Preserving Image-Text Embeddings
inferredcites →https://doi.org/10.1109/cvpr.2016.91openalex-snapshot
You Only Look Once: Unified, Real-Time Object Detection
inferredcites →https://doi.org/10.1109/cvpr.2017.106openalex-snapshot
Feature Pyramid Networks for Object Detection
inferredcites →https://doi.org/10.1109/cvpr.2017.632openalex-snapshot
Image-to-Image Translation with Conditional Adversarial Networks
inferredcites →https://doi.org/10.1109/cvpr.2017.759openalex-snapshot
Multimodal Transfer: A Hierarchical Deep Convolutional Neural Network for Fast Artistic Style Transfer
inferredcites →https://doi.org/10.1109/cvpr.2018.00143openalex-snapshot
AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks
inferredcites →https://doi.org/10.1109/cvpr.2018.00387openalex-snapshot
Vision-and-Language Navigation: Interpreting Visually-Grounded Navigation Instructions in Real Environments
inferredcites →https://doi.org/10.1109/cvpr.2018.00572openalex-snapshot
Independently Recurrent Neural Network (IndRNN): Building A Longer and Deeper RNN
inferredcites →https://doi.org/10.1109/cvpr.2018.00581openalex-snapshot
Feature Generating Networks for Zero-Shot Learning
inferredcites →https://doi.org/10.1109/cvpr.2018.00644openalex-snapshot
Cascade R-CNN: Delving Into High Quality Object Detection
inferredcites →https://doi.org/10.1109/cvpr.2019.00072openalex-snapshot
Progressive Feature Alignment for Unsupervised Domain Adaptation
inferredcites →https://doi.org/10.1109/cvpr.2019.00126openalex-snapshot
Improving the Performance of Unimodal Dynamic Hand-Gesture Recognition With Multimodal Training
inferredcites →https://doi.org/10.1109/cvpr.2019.00209openalex-snapshot
MUREL: Multimodal Relational Reasoning for Visual Question Answering
inferredcites →https://doi.org/10.1109/cvpr.2019.00210openalex-snapshot
Heterogeneous Memory Enhanced Multimodal Attention Model for Video Question Answering
inferredcites →https://doi.org/10.1109/cvpr.2019.00358openalex-snapshot
Semantic Alignment: Finding Semantically Consistent Ground-Truth for Facial Landmark Detection
inferredcites →https://doi.org/10.1109/cvpr.2019.00511openalex-snapshot
Hybrid Task Cascade for Instance Segmentation
inferredcites →https://doi.org/10.1109/cvpr.2019.00647openalex-snapshot
Multi-Target Embodied Question Answering
inferredcites →https://doi.org/10.1109/cvpr.2019.00660openalex-snapshot
Composing Text and Image for Image Retrieval - an Empirical Odyssey
inferredcites →https://doi.org/10.1109/cvpr.2019.00679openalex-snapshot
Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation
inferredcites →https://doi.org/10.1109/cvpr.2019.01275openalex-snapshot
Good News, Everyone! Context Driven Entity-Aware Captioning for News Images
inferredcites →https://doi.org/10.1109/cvpr.2019.01281openalex-snapshot
Vision-Based Navigation With Language-Based Assistance via Imitation Learning With Indirect Intervention
inferredcites →https://doi.org/10.1109/cvpr42600.2020.00999openalex-snapshot
Hierarchical Conditional Relation Networks for Video Question Answering
inferredcites →https://doi.org/10.1109/cvpr42600.2020.01034openalex-snapshot
Normalized and Geometry-Aware Self-Attention Network for Image Captioning
inferredcites →https://doi.org/10.1109/cvpr42600.2020.01088openalex-snapshot
Spatio-Temporal Graph for Video Captioning With Knowledge Distillation
inferredcites →https://doi.org/10.1109/cvpr42600.2020.01164openalex-snapshot
nuScenes: A Multimodal Dataset for Autonomous Driving
inferredcites →https://doi.org/10.1109/cvpr42600.2020.01330openalex-snapshot
MMTM: Multimodal Transfer Module for CNN Fusion
inferredcites →https://doi.org/10.1109/cvprw.2019.00158openalex-snapshot
Complexer-YOLO: Real-Time 3D Object Detection and Tracking on Semantic Point Clouds
inferredcites →https://doi.org/10.1109/cvprw50498.2020.00486openalex-snapshot
Quality and Relevance Metrics for Selection of Multimodal Pretraining Data
inferredcites →https://doi.org/10.1109/cvprw50498.2020.00490openalex-snapshot
Classification-aware Semi-supervised Domain Adaptation
inferredcites →https://doi.org/10.1109/fg47880.2020.00038openalex-snapshot
Deep Entwined Learning Head Pose and Face Alignment Inside an Attentional Cascade with Doubly-Conditional fusion
inferredcites →https://doi.org/10.1109/icassp.2019.8682377openalex-snapshot
Audio Caption: Listen and Tell
inferredcites →https://doi.org/10.1109/iccv.2015.141openalex-snapshot
Cutting Edge: Soft Correspondences in Multimodal Scene Parsing
inferredcites →https://doi.org/10.1109/iccv.2015.301openalex-snapshot
Multimodal Convolutional Neural Networks for Matching Image and Sentence
inferredcites →https://doi.org/10.1109/iccv.2015.314openalex-snapshot
HD-CNN: Hierarchical Deep Convolutional Neural Networks for Large Scale Visual Recognition
inferredcites →https://doi.org/10.1109/iccv.2017.324openalex-snapshot
Focal Loss for Dense Object Detection
inferredcites →https://doi.org/10.1109/iccv.2017.450openalex-snapshot
Attention-Based Multimodal Fusion for Video Description
inferredcites →https://doi.org/10.1109/iccv.2019.00245openalex-snapshot
Robust Multi-Modality Multi-Object Tracking
inferredcites →https://doi.org/10.1109/iccv.2019.00273openalex-snapshot
Controllable Video Captioning With POS Sequence Guidance Based on Gated Fusion Network
inferredcites →https://doi.org/10.1109/iccv.2019.00368openalex-snapshot
Rethinking Zero-Shot Learning: A Conditional Visual Classification Perspective
inferredcites →https://doi.org/10.1109/iccv.2019.00518openalex-snapshot
A Deep Step Pattern Representation for Multimodal Retinal Image Registration
inferredcites →https://doi.org/10.1109/iccv.2019.00604openalex-snapshot
Multimodal Style Transfer via Graph Cuts
inferredcites →https://doi.org/10.1109/iccv.2019.00680openalex-snapshot
Attribute Attention for Semantic Disambiguation in Zero-Shot Learning
inferredcites →https://doi.org/10.1109/iccv.2019.00751openalex-snapshot
Towards Unsupervised Image Captioning With Shared Multimodal Embeddings
inferredcites →https://doi.org/10.1109/iccv.2019.00855openalex-snapshot
Collect and Select: Semantic Alignment Metric Learning for Few-Shot Learning
inferredcites →https://doi.org/10.1109/iccvw.2011.6130298openalex-snapshot
Indoor scene segmentation using a structured light sensor
inferredcites →https://doi.org/10.1109/iccvw.2017.360openalex-snapshot
Multimodal Gesture Recognition Based on the ResC3D Network
inferredcites →https://doi.org/10.1109/icip.2019.8803528openalex-snapshot
Learning Target-Oriented Dual Attention for Robust RGB-T Tracking
inferredcites →https://doi.org/10.1109/icra.2011.5980382openalex-snapshot
A large-scale hierarchical multi-view RGB-D object dataset
inferredcites →https://doi.org/10.1109/icra.2014.6906903openalex-snapshot
BigBIRD: A large-scale 3D database of object instances
inferredcites →https://doi.org/10.1109/igarss.2019.8898605openalex-snapshot
SAR2OPT: Image Alignment Between Multi-Modal Images Using Generative Adversarial Networks
inferredcites →https://doi.org/10.1109/ijcnn.2000.857823openalex-snapshot
Overfitting and neural networks: conjugate gradient and backpropagation
inferredcites →https://doi.org/10.1109/imcec.2016.7867471openalex-snapshot
A study on Deep Neural Networks framework
inferredcites →https://doi.org/10.1109/intelcis.2017.8260032openalex-snapshot
Overfitting problem and the over-training in the era of data: Particularly for Artificial Neural Networks
inferredcites →https://doi.org/10.1109/iros.2011.6048835openalex-snapshot
People detection in RGB-D Data
inferredcites →https://doi.org/10.1109/iros.2011.6094649openalex-snapshot
Online learning for automatic segmentation of 3D data
inferredcites →https://doi.org/10.1109/iros.2011.6095074openalex-snapshot
People detection in RGB-D data
inferredcites →https://doi.org/10.1109/iv48863.2021.9575718openalex-snapshot
MultiXNet: Multiclass Multistage Multimodal Motion Prediction
inferredcites →https://doi.org/10.1109/jbhi.2018.2867619openalex-snapshot
Multimodal Ambulatory Sleep Detection Using LSTM Recurrent Neural Networks
inferredcites →https://doi.org/10.1109/jproc.2015.2460697openalex-snapshot
Multimodal Data Fusion: An Overview of Methods, Challenges, and Prospects
inferredcites →https://doi.org/10.1109/jrproc.1960.287598openalex-snapshot
Perceptron Simulation Experiments
inferredcites →https://doi.org/10.1109/jsen.2020.3015781openalex-snapshot
A Novel Multi-Stage Training Approach for Human Activity Recognition From Multimodal Wearable Sensor Data Using Deep Neural Network
inferredcites →https://doi.org/10.1109/msp.2017.2738401openalex-snapshot
Deep Multimodal Learning: A Survey on Recent Advances and Trends
inferredcites →https://doi.org/10.1109/msp.2017.2765202openalex-snapshot
Generative Adversarial Networks: An Overview
inferredcites →https://doi.org/10.1109/rbme.2020.2987975openalex-snapshot
Review of Artificial Intelligence Techniques in Imaging Data Acquisition, Segmentation, and Diagnosis for COVID-19
inferredcites →https://doi.org/10.1109/tcom.1980.1094577openalex-snapshot
An Algorithm for Vector Quantizer Design
inferredcites →https://doi.org/10.1109/tip.2020.2975980openalex-snapshot
A Deep Multi-Modal Explanation Model for Zero-Shot Learning
inferredcites →https://doi.org/10.1109/tits.2020.3013234openalex-snapshot
Multimodal End-to-End Autonomous Driving
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No Blind Spots: Full-Surround Multi-Object Tracking for Autonomous Vehicles Using Cameras and LiDARs
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ENFformer: Long-short term representation of electric network frequency for digital audio tampering detection
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ES-MRE: Evidence subgraph enhanced reasoning for multimodal relation extraction
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Pinpointing visual content: Disentangled features in multimodal model for EEG representation learning and decoding
inferred← citeshttps://doi.org/10.1016/j.mex.2025.103402openalex-snapshot
Video prediction based on temporal aggregation and recurrent propagation for surveillance videos
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Structural damage detection of switch rails using deep learning
inferred← citeshttps://doi.org/10.1016/j.neucom.2023.127144openalex-snapshot
Multi-modal anchor adaptation learning for multi-modal summarization
inferred← citeshttps://doi.org/10.1016/j.neucom.2024.128348openalex-snapshot
Multi-modal data clustering using deep learning: A systematic review
inferred← citeshttps://doi.org/10.1016/j.neucom.2024.129131openalex-snapshot
Integrating advanced vision-language models for context recognition in risks assessment
inferred← citeshttps://doi.org/10.1016/j.neucom.2025.129750openalex-snapshot
Audio–visual self-supervised representation learning: A survey
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UAV vision-based object detection network with lightweight and multi-scale fusion
inferred← citeshttps://doi.org/10.1016/j.neunet.2024.106670openalex-snapshot
Complementary information mutual learning for multimodality medical image segmentation
inferred← citeshttps://doi.org/10.1016/j.neunet.2025.108057openalex-snapshot
Inter-modality feature prediction through multimodal fusion for 3D shape defect detection
inferred← citeshttps://doi.org/10.1016/j.neunet.2025.108061openalex-snapshot
Data-free knowledge distillation via text-noise fusion and dynamic adversarial temperature
inferred← citeshttps://doi.org/10.1016/j.osnem.2022.100225openalex-snapshot
Early depression detection in social media based on deep learning and underlying emotions
inferred← citeshttps://doi.org/10.1016/j.patcog.2025.111413openalex-snapshot
A novel 6DoF pose estimation method using transformer fusion
inferred← citeshttps://doi.org/10.1016/j.patcog.2025.112591openalex-snapshot
MCE: Towards a general framework for handling missing modalities under imbalanced missing rates
inferred← citeshttps://doi.org/10.1016/j.procir.2023.02.034openalex-snapshot
Development of a Polymer Spectral Database for Advanced Chemometric Analysis
inferred← citeshttps://doi.org/10.1016/j.ress.2026.113224openalex-snapshot
Multimodal data fusion-enhanced surface defect detection of body reinforcement components under uncertain illumination conditions
inferred← citeshttps://doi.org/10.1016/j.rineng.2025.105047openalex-snapshot
Advancing breast cancer diagnosis: Integrating deep transfer learning and U-Net segmentation for precise classification and delineation of ultrasound images
inferred← citeshttps://doi.org/10.1016/j.rineng.2026.111903openalex-snapshot
A deep multimodal learning perspective for railway structural health monitoring: A comprehensive review
inferred← citeshttps://doi.org/10.1016/j.simpat.2023.102754openalex-snapshot
Artificial intelligence foundation and pre-trained models: Fundamentals, applications, opportunities, and social impacts
inferred← citeshttps://doi.org/10.1016/j.susmat.2025.e01781openalex-snapshot
Simultaneous multimodal and multitask strategies for diverse biodegradable polymers powered by NMR data science
inferred← citeshttps://doi.org/10.1038/s41575-022-00701-yopenalex-snapshot
Artificial intelligence and automation in endoscopy and surgery
inferred← citeshttps://doi.org/10.1038/s41598-023-41463-0openalex-snapshot
MDF-Net for abnormality detection by fusing X-rays with clinical data
inferred← citeshttps://doi.org/10.1038/s41598-024-51329-8openalex-snapshot
A twin convolutional neural network with hybrid binary optimizer for multimodal breast cancer digital image classification
inferred← citeshttps://doi.org/10.1038/s41598-025-12442-4openalex-snapshot
UFOS-Net leverages small-scale feature fusion for diabetic foot ulcer segmentation
inferred← citeshttps://doi.org/10.1038/s41598-025-21790-0openalex-snapshot
Research on the impact of explosive martial arts training on emotion regulation and attention based on questionnaire data
inferred← citeshttps://doi.org/10.1038/s41698-025-00917-6openalex-snapshot
A machine learning approach for multimodal data fusion for survival prediction in cancer patients
inferred← citeshttps://doi.org/10.1038/s42256-023-00624-6openalex-snapshot
Multimodal learning with graphs
inferred← citeshttps://doi.org/10.1038/s42256-023-00670-0openalex-snapshot
The importance of resource awareness in artificial intelligence for healthcare
inferred← citeshttps://doi.org/10.1038/s42256-023-00785-4openalex-snapshot
Neural multi-task learning in drug design
inferred← citeshttps://doi.org/10.1049/cvi2.12236openalex-snapshot
Real‐time vehicle detection using segmentation‐based detection network and trajectory prediction
inferred← citeshttps://doi.org/10.1061/jccee5.cpeng-7313openalex-snapshot
OpenConstruction: A Systematic Synthesis of Open Visual Data Sets for Data-Centric Intelligence in Construction Monitoring
inferred← citeshttps://doi.org/10.1063/5.0091135openalex-snapshot
Deep learning in spatial transcriptomics: Learning from the next next-generation sequencing
inferred← citeshttps://doi.org/10.1080/00305316.2024.2361081openalex-snapshot
A novel farmland pest identification method based on transfer learning and improved YOLOv7
inferred← citeshttps://doi.org/10.1080/07366981.2026.2616064openalex-snapshot
Advancing enterprise IT audit through cross-modal semantic alignment: Using image–text retrieval to improve evidence accuracy and risk detection
inferred← citeshttps://doi.org/10.1080/0951192x.2023.2257623openalex-snapshot
Smart manufacturing under limited and heterogeneous data: a sim-to-real transfer learning with convolutional variational autoencoder in thermoforming
inferred← citeshttps://doi.org/10.1080/19392699.2026.2666894openalex-snapshot
Froth image analysis for flotation process monitoring: a review
inferred← citeshttps://doi.org/10.1080/21642583.2025.2467083openalex-snapshot
A systematic literature review on incomplete multimodal learning: techniques and challenges
inferred← citeshttps://doi.org/10.1080/23311886.2024.2376309openalex-snapshot
What multimodal components, tools, dataset and focus of emotion are used in the current research of multimodal emotion: a systematic literature review
inferred← citeshttps://doi.org/10.1088/1742-5468/ae0428openalex-snapshot
Optimal thresholds and algorithms for a model of multi-modal learning in high dimensions
inferred← citeshttps://doi.org/10.1088/1755-1315/1078/1/012038openalex-snapshot
Deep multimodal learning for residential building energy prediction
inferred← citeshttps://doi.org/10.1088/2631-8695/ae0de5openalex-snapshot
Enhanced revolve ICP: robust registration of low-overlap helical structures via single-degree-of-freedom optimization
inferred← citeshttps://doi.org/10.1101/2024.01.08.574756openalex-snapshot
Quantifying the advantage of multimodal data fusion for survival prediction in cancer patients
inferred← citeshttps://doi.org/10.1101/2024.06.09.598091openalex-snapshot
Multi-modal Spatial-modality Attentive Fusion for Studying Neuropsychiatric Disorders
inferred← citeshttps://doi.org/10.1108/ecam-11-2024-1531openalex-snapshot
Intentions prediction for human–robot collaboration in utility tunnel maintenance
inferred← citeshttps://doi.org/10.1109/access.2021.3131733openalex-snapshot
A Survey of AI-Based Facial Emotion Recognition: Features, ML & DL Techniques, Age-Wise Datasets and Future Directions
inferred← citeshttps://doi.org/10.1109/access.2022.3209825openalex-snapshot
A Review on Machine Learning Styles in Computer Vision—Techniques and Future Directions
inferred← citeshttps://doi.org/10.1109/access.2023.3243854openalex-snapshot
A Systematic Literature Review on Multimodal Machine Learning: Applications, Challenges, Gaps and Future Directions
inferred← citeshttps://doi.org/10.1109/access.2023.3287090openalex-snapshot
A Systematic Review of Facial Expression Detection Methods
inferred← citeshttps://doi.org/10.1109/access.2023.3310400openalex-snapshot
Federated Learning in Computer Vision
inferred← citeshttps://doi.org/10.1109/access.2023.3323574openalex-snapshot
Harnessing Big Data Analytics for Healthcare: A Comprehensive Review of Frameworks, Implications, Applications, and Impacts
inferred← citeshttps://doi.org/10.1109/access.2024.3401179openalex-snapshot
FogFusionNet: Coastal Sea Fog Prediction by Using a Multimodal Deep Learning Approach
inferred← citeshttps://doi.org/10.1109/access.2024.3423323openalex-snapshot
A Systematic Review of Adversarial Machine Learning Attacks, Defensive Controls, and Technologies
inferred← citeshttps://doi.org/10.1109/access.2024.3462543openalex-snapshot
MoVAE: Multi-Omics Variational Auto-Encoder for Cancer Subtype Detection
inferred← citeshttps://doi.org/10.1109/access.2024.3463969openalex-snapshot
A Comprehensive Review of Recent Advances in Deep Neural Networks for Lipreading With Sign Language Recognition
inferred← citeshttps://doi.org/10.1109/access.2025.3552039openalex-snapshot
Revolutionizing AI-Enabled Information Systems Using Integrated Big Data Analytics and Multi-Modal Data Fusion
inferred← citeshttps://doi.org/10.1109/access.2025.3559663openalex-snapshot
Synergy-CLIP: Extending CLIP With Multi-Modal Integration for Robust Representation Learning
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