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Multimodal Deep Learning

Papers archive 2025-07-28

archive papers tagged: 213 · with a code link: 97 · where Syntology ran a sample: 21 (16 with a run with no instrument failure, 5 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (21 of 213 tagged: 16 with a run with no instrument failure, 5 where every run was a failure of Syntology's instrument)

Page 2 of 3: papers 101 to 200 of 213, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• NewsNet-SDF: Stochastic Discount Factor Estimation with Pretrained Language Model News Embeddings via Adversarial Networks
  11 May 2025 0 repositories listed
• BMMDetect: A Multimodal Deep Learning Framework for Comprehensive Biomedical Misconduct Detection
  9 May 2025 0 repositories listed
• Multimodal Deep Learning-Empowered Beam Prediction in Future THz ISAC Systems
  5 May 2025 0 repositories listed
• Multimodal Deep Learning for Stroke Prediction and Detection using Retinal Imaging and Clinical Data
  5 May 2025 0 repositories listed
• Timing Is Everything: Finding the Optimal Fusion Points in Multimodal Medical Imaging
  5 May 2025 0 repositories listed
• Multimodal Doctor-in-the-Loop: A Clinically-Guided Explainable Framework for Predicting Pathological Response in Non-Small Cell Lung Cancer
  2 May 2025 0 repositories listed
• A Multimodal Deep Learning Approach for White Matter Shape Prediction in Diffusion MRI Tractography
  25 Apr 2025 0 repositories listed
• Integrating Vision and Location with Transformers: A Multimodal Deep Learning Framework for Medical Wound Analysis
  14 Apr 2025 0 repositories listed
• Improving Neonatal Care: An Active Dry-Contact Electrode-based Continuous EEG Monitoring System with Seizure Detection
  30 Mar 2025 0 repositories listed
• TabulaTime: A Novel Multimodal Deep Learning Framework for Advancing Acute Coronary Syndrome Prediction through Environmental and Clinical Data Integration
  24 Feb 2025 0 repositories listed
• Evolution of Data-driven Single- and Multi-Hazard Susceptibility Mapping and Emergence of Deep Learning Methods
  13 Feb 2025 0 repositories listed
• ADMN: A Layer-Wise Adaptive Multimodal Network for Dynamic Input Noise and Compute Resources
  11 Feb 2025 0 repositories listed Syntology 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
• A Self-supervised Multimodal Deep Learning Approach to Differentiate Post-radiotherapy Progression from Pseudoprogression in Glioblastoma
  6 Feb 2025 0 repositories listed
• Innovative Framework for Early Estimation of Mental Disorder Scores to Enable Timely Interventions
  6 Feb 2025 0 repositories listed
• Multimodal Prescriptive Deep Learning
  24 Jan 2025 0 repositories listed
• Reducing Overtreatment of Indeterminate Thyroid Nodules Using a Multimodal Deep Learning Model
  27 Sep 2024 0 repositories listed
• Validation & Exploration of Multimodal Deep-Learning Camera-Lidar Calibration models
  20 Sep 2024 0 repositories listed
• A Systematic Review of Intermediate Fusion in Multimodal Deep Learning for Biomedical Applications
  2 Aug 2024 0 repositories listed
• Audio-Visual Approach For Multimodal Concurrent Speaker Detection
  1 Jul 2024 0 repositories listed
• Advanced Multimodal Deep Learning Architecture for Image-Text Matching
  13 Jun 2024 0 repositories listed
• Research on Optimization of Natural Language Processing Model Based on Multimodal Deep Learning
  13 Jun 2024 0 repositories listed
• CarbonSense: A Multimodal Dataset and Baseline for Carbon Flux Modelling
  7 Jun 2024 0 repositories listed
• Multimodal Deep Learning for Low-Resource Settings: A Vector Embedding Alignment Approach for Healthcare Applications
  2 Jun 2024 0 repositories listed
• Comprehensive Multimodal Deep Learning Survival Prediction Enabled by a Transformer Architecture: A Multicenter Study in Glioblastoma
  21 May 2024 0 repositories listed
• The Role of Emotions in Informational Support Question-Response Pairs in Online Health Communities: A Multimodal Deep Learning Approach
  21 May 2024 0 repositories listed
• Research on Image Recognition Technology Based on Multimodal Deep Learning
  6 May 2024 0 repositories listed
• ECC Analyzer: Extract Trading Signal from Earnings Conference Calls using Large Language Model for Stock Performance Prediction
  29 Apr 2024 0 repositories listed
• Describe-and-Dissect: Interpreting Neurons in Vision Networks with Language Models
  20 Mar 2024 0 repositories listed
• Integrating Wearable Sensor Data and Self-reported Diaries for Personalized Affect Forecasting
  16 Mar 2024 0 repositories listed
• A Multimodal Intermediate Fusion Network with Manifold Learning for Stress Detection
  12 Mar 2024 0 repositories listed
• Multimodal deep learning approach to predicting neurological recovery from coma after cardiac arrest
  9 Mar 2024 0 repositories listed
• Multimodal Learning To Improve Cardiac Late Mechanical Activation Detection From Cine MR Images
  28 Feb 2024 0 repositories listed
• Multimodal Deep Learning of Word-of-Mouth Text and Demographics to Predict Customer Rating: Handling Consumer Heterogeneity in Marketing
  22 Jan 2024 0 repositories listed
• Multimodal Urban Areas of Interest Generation via Remote Sensing Imagery and Geographical Prior
  12 Jan 2024 0 repositories listed
• Predicting the Skies: A Novel Model for Flight-Level Passenger Traffic Forecasting
  7 Jan 2024 0 repositories listed
• Multimodal self-supervised learning for lesion localization
  3 Jan 2024 0 repositories listed
• Integrating Chemical Language and Molecular Graph in Multimodal Fused Deep Learning for Drug Property Prediction
  29 Dec 2023 0 repositories listed
• A graph-based multimodal framework to predict gentrification
  25 Dec 2023 0 repositories listed
• SynthScribe: Deep Multimodal Tools for Synthesizer Sound Retrieval and Exploration
  7 Dec 2023 0 repositories listed
• TextAug: Test time Text Augmentation for Multimodal Person Re-identification
  4 Dec 2023 0 repositories listed
• Multimodal deep learning for mapping forest dominant height by fusing GEDI with earth observation data
  20 Nov 2023 0 repositories listed
• MalFake: A Multimodal Fake News Identification for Malayalam using Recurrent Neural Networks and VGG-16
  27 Oct 2023 0 repositories listed
• Multimodal Deep Learning for Scientific Imaging Interpretation
  21 Sep 2023 0 repositories listed
• A multimodal deep learning architecture for smoking detection with a small data approach
  19 Sep 2023 0 repositories listed
• ARC-NLP at Multimodal Hate Speech Event Detection 2023: Multimodal Methods Boosted by Ensemble Learning, Syntactical and Entity Features
  25 Jul 2023 0 repositories listed
• A scoping review on multimodal deep learning in biomedical images and texts
  14 Jul 2023 0 repositories listed
• Multimodal Deep Learning for Personalized Renal Cell Carcinoma Prognosis: Integrating CT Imaging and Clinical Data
  7 Jul 2023 0 repositories listed
• A Novel Site-Agnostic Multimodal Deep Learning Model to Identify Pro-Eating Disorder Content on Social Media
  6 Jul 2023 0 repositories listed
• Performance Optimization using Multimodal Modeling and Heterogeneous GNN
  25 Apr 2023 0 repositories listed
• Towards Unified AI Drug Discovery with Multiple Knowledge Modalities
  17 Apr 2023 0 repositories listed
• P-Transformer: A Prompt-based Multimodal Transformer Architecture For Medical Tabular Data
  30 Mar 2023 0 repositories listed
• A Comprehensive and Versatile Multimodal Deep Learning Approach for Predicting Diverse Properties of Advanced Materials
  29 Mar 2023 0 repositories listed
• Multimodal Deep Learning to Differentiate Tumor Recurrence from Treatment Effect in Human Glioblastoma
  27 Feb 2023 0 repositories listed
• Show me your NFT and I tell you how it will perform: Multimodal representation learning for NFT selling price prediction
  3 Feb 2023 0 repositories listed
• A survey on knowledge-enhanced multimodal learning
  19 Nov 2022 0 repositories listed
• Language-Assisted Deep Learning for Autistic Behaviors Recognition
  17 Nov 2022 0 repositories listed
• MultiCrossViT: Multimodal Vision Transformer for Schizophrenia Prediction using Structural MRI and Functional Network Connectivity Data
  12 Nov 2022 0 repositories listed
• Identification of Cognitive Workload during Surgical Tasks with Multimodal Deep Learning
  12 Sep 2022 0 repositories listed
• R2D2 at SemEval-2022 Task 5: Attention is only as good as its Values! A multimodal system for identifying misogynist memes
  1 Jul 2022 0 repositories listed
• Vision-Aided Frame-Capture-Based CSI Recomposition for WiFi Sensing: A Multimodal Approach
  3 Jun 2022 0 repositories listed
• Detection of Propaganda Techniques in Visuo-Lingual Metaphor in Memes
  3 May 2022 0 repositories listed
• Multi-objective optimization determines when, which and how to fuse deep networks: an application to predict COVID-19 outcomes
  7 Apr 2022 0 repositories listed
• A Review on Methods and Applications in Multimodal Deep Learning
  18 Feb 2022 0 repositories listed
• Emotion Based Hate Speech Detection using Multimodal Learning
  13 Feb 2022 0 repositories listed
• Geometric Multimodal Deep Learning with Multi-Scaled Graph Wavelet Convolutional Network
  26 Nov 2021 0 repositories listed
• Multimodal Approach for Metadata Extraction from German Scientific Publications
  10 Nov 2021 0 repositories listed
• From Multimodal to Unimodal Attention in Transformers using Knowledge Distillation
  15 Oct 2021 0 repositories listed
• DeepStroke: An Efficient Stroke Screening Framework for Emergency Rooms with Multimodal Adversarial Deep Learning
  24 Sep 2021 0 repositories listed
• Multimodal Co-learning: Challenges, Applications with Datasets, Recent Advances and Future Directions
  29 Jul 2021 0 repositories listed
• A Multimodal Deep Learning Model for Cardiac Resynchronisation Therapy Response Prediction
  20 Jul 2021 0 repositories listed
• Deep Learning for Technical Document Classification
  27 Jun 2021 0 repositories listed
• Listen to Your Favorite Melodies with img2Mxml, Producing MusicXML from Sheet Music Image by Measure-based Multimodal Deep Learning-driven Assembly
  16 Jun 2021 0 repositories listed
• DeepMMSA: A Novel Multimodal Deep Learning Method for Non-small Cell Lung Cancer Survival Analysis
  12 Jun 2021 0 repositories listed
• Digital Taxonomist: Identifying Plant Species in Community Scientists' Photographs
  7 Jun 2021 0 repositories listed
• How to select and use tools? : Active Perception of Target Objects Using Multimodal Deep Learning
  4 Jun 2021 0 repositories listed
• Recent Advances and Trends in Multimodal Deep Learning: A Review
  24 May 2021 0 repositories listed
• Multimodal Deep Learning Framework for Image Popularity Prediction on Social Media
  18 May 2021 0 repositories listed
• Where and When: Space-Time Attention for Audio-Visual Explanations
  4 May 2021 0 repositories listed
• The Influence of Audio on Video Memorability with an Audio Gestalt Regulated Video Memorability System
  23 Apr 2021 0 repositories listed
• Leveraging Audio Gestalt to Predict Media Memorability
  31 Dec 2020 0 repositories listed
• Predicting Online Video Advertising Effects with Multimodal Deep Learning
  22 Dec 2020 0 repositories listed
• Multi-Modal Detection of Alzheimer's Disease from Speech and Text
  30 Nov 2020 0 repositories listed
• Exploring Multimodal Features and Fusion Strategies for Analyzing Disaster Tweets
  6 Nov 2020 0 repositories listed
• M2D: A Multi-modal Framework for Automatic Medical Diagnosis
  19 Oct 2020 0 repositories listed
• New Ideas and Trends in Deep Multimodal Content Understanding: A Review
  16 Oct 2020 0 repositories listed
• Using Neural Architecture Search for Improving Software Flaw Detection in Multimodal Deep Learning Models
  22 Sep 2020 0 repositories listed
• Multimodal Deep Learning for Flaw Detection in Software Programs
  9 Sep 2020 0 repositories listed
• Data-driven geophysics: from dictionary learning to deep learning
  13 Jul 2020 0 repositories listed
• Multimodal Deep Unfolding for Guided Image Super-Resolution
  21 Jan 2020 0 repositories listed
• A multimodal deep learning approach for named entity recognition from social media
  19 Jan 2020 0 repositories listed
• Multimodal Intelligence: Representation Learning, Information Fusion, and Applications
  10 Nov 2019 0 repositories listed
• Detecting Deception in Political Debates Using Acoustic and Textual Features
  4 Oct 2019 0 repositories listed
• Multimodal Deep Learning for Mental Disorders Prediction from Audio Speech Samples
  3 Sep 2019 0 repositories listed
• Toxicity Prediction by Multimodal Deep Learning
  19 Jul 2019 0 repositories listed
• Deep Coupled-Representation Learning for Sparse Linear Inverse Problems with Side Information
  4 Jul 2019 0 repositories listed
• Multimodal Deep Learning for Finance: Integrating and Forecasting International Stock Markets
  15 Mar 2019 0 repositories listed
• Multimodal deep learning for short-term stock volatility prediction
  25 Dec 2018 0 repositories listed
• Hybrid Attention based Multimodal Network for Spoken Language Classification
  1 Aug 2018 0 repositories listed
• Correlation Net: Spatiotemporal multimodal deep learning for action recognition
  22 Jul 2018 0 repositories listed
• Fine-grained Video Attractiveness Prediction Using Multimodal Deep Learning on a Large Real-world Dataset
  4 Apr 2018 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.