Ren Togo

Orcid: 0000-0002-4474-3995

According to our database1, Ren Togo authored at least 147 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Multimodal Transformer Model Using Time-Series Data to Classify Winter Road Surface Conditions.
Sensors, June, 2024

Analysis of Continual Learning Techniques for Image Generative Models with Learned Class Information Management.
Sensors, May, 2024

A Novel Frame-Selection Metric for Video Inpainting to Enhance Urban Feature Extraction.
Sensors, May, 2024

Algal Bed Region Segmentation Based on a ViT Adapter Using Aerial Images for Estimating CO2 Absorption Capacity.
Remote. Sens., May, 2024

Flexibly manipulating popularity bias for tackling trade-offs in recommendation.
Inf. Process. Manag., March, 2024

Parameter-efficient tuning of cross-modal retrieval for a specific database via trainable textual and visual prompts.
Int. J. Multim. Inf. Retr., March, 2024

Text-Guided Image Editing Based on Post Score for Gaining Attention on Social Media.
Sensors, February, 2024

Importance-aware adaptive dataset distillation.
Neural Networks, 2024

Dataset Distillation Using Parameter Pruning.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2024

Think Twice Before Recognizing: Large Multimodal Models for General Fine-grained Traffic Sign Recognition.
CoRR, 2024

MMT-BERT: Chord-aware Symbolic Music Generation Based on Multitrack Music Transformer and MusicBERT.
CoRR, 2024

Generative Dataset Distillation Based on Diffusion Model.
CoRR, 2024

Cross-domain Few-shot In-context Learning for Enhancing Traffic Sign Recognition.
CoRR, 2024

Zero-shot Composed Image Retrieval Considering Query-target Relationship Leveraging Masked Image-text Pairs.
CoRR, 2024

Reinforcing Pre-trained Models Using Counterfactual Images.
CoRR, 2024

Enhancing Generative Class Incremental Learning Performance with Model Forgetting Approach.
CoRR, 2024

DQG: Database Question Generation for Exact Text-based Image Retrieval.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Prompt-Based Personalized Federated Learning for Medical Visual Question Answering.
Proceedings of the IEEE International Conference on Acoustics, 2024

Caption Unification for Multi-View Lifelogging Images Based on In-Context Learning with Heterogeneous Semantic Contents.
Proceedings of the IEEE International Conference on Acoustics, 2024

Multi-Object Editing in Personalized Text-To-Image Diffusion Model Via Segmentation Guidance.
Proceedings of the IEEE International Conference on Acoustics, 2024

Enhancing Noisy Label Learning Via Unsupervised Contrastive Loss with Label Correction Based on Prior Knowledge.
Proceedings of the IEEE International Conference on Acoustics, 2024

Generative Dataset Distillation: Balancing Global Structure and Local Details.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Zero-Shot Traffic Sign Recognition Based on Midlevel Feature Matching.
Sensors, December, 2023

Manipulation Direction: Evaluating Text-Guided Image Manipulation Based on Similarity between Changes in Image and Text Modalities.
Sensors, November, 2023

Self-supervised learning for gastritis detection with gastric X-ray images.
Int. J. Comput. Assist. Radiol. Surg., October, 2023

Boosting automatic COVID-19 detection performance with self-supervised learning and batch knowledge ensembling.
Comput. Biol. Medicine, May, 2023

COVID-19 detection based on self-supervised transfer learning using chest X-ray images.
Int. J. Comput. Assist. Radiol. Surg., April, 2023

Diversity Learning Based on Multi-Latent Space for Medical Image Visual Question Generation.
Sensors, February, 2023

Off-Screen Sound Separation Based on Audio-visual Pre-training Using Binaural Audio.
Sensors, 2023

Cross-Modal Image Retrieval Considering Semantic Relationships With Many-to-Many Correspondence Loss.
IEEE Access, 2023

Material Compound-Property Retrieval Using Electron Microscope Images for Rubber Material Development.
IEEE Access, 2023

Text-Guided Image Manipulation via Generative Adversarial Network With Referring Image Segmentation-Based Guidance.
IEEE Access, 2023

Personalized Content Recommender System via Non-verbal Interaction Using Face Mesh and Facial Expression.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Gromov-Wasserstein Autoencoders.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Interpretable Visual Question Answering Referring to Outside Knowledge.
Proceedings of the IEEE International Conference on Image Processing, 2023

Text-Guided Facial Image Manipulation for Wild Images via Manipulation Direction-Based Loss.
Proceedings of the IEEE International Conference on Image Processing, 2023

Video-Music Retrieval with Fine-Grained Cross-Modal Alignment.
Proceedings of the IEEE International Conference on Image Processing, 2023

A Medical Domain Visual Question Generation Model via Large Language Model.
Proceedings of the International Conference on Consumer Electronics - Taiwan, 2023

Parameter-efficient Tuning of a Pre-trained Model via Prompt Learning in Cross-modal Retrieval.
Proceedings of the International Conference on Consumer Electronics - Taiwan, 2023

Binaural Audio Generation with Data Augmentation from 360° Videos.
Proceedings of the International Conference on Consumer Electronics - Taiwan, 2023

Estimation of Amyloid-β Positivity Using QSM Images Considering Age Information.
Proceedings of the International Conference on Consumer Electronics - Taiwan, 2023

Binauralization Robust To Camera Rotation Using 360° Videos.
Proceedings of the IEEE International Conference on Acoustics, 2023

Estimation of Visual Contents from Human Brain Signals via VQA Based on Brain-Specific Attention.
Proceedings of the IEEE International Conference on Acoustics, 2023

Improving Dropout in Graph Convolutional Networks for Recommendation via Contrastive Loss.
Proceedings of the IEEE International Conference on Acoustics, 2023

A Controllable Recoloring Method for Novel Views Using Segment Anything Model.
Proceedings of the 12th IEEE Global Conference on Consumer Electronics, 2023

Novel Feature Extraction for Classification of Auditory-visual Stimuli from fNIRS Signals.
Proceedings of the 12th IEEE Global Conference on Consumer Electronics, 2023

Caption Unification for Multiple Viewpoint Lifelogging Images and Its Verification.
Proceedings of the 12th IEEE Global Conference on Consumer Electronics, 2023

Bundle Detection based on Graph Convolutional Network Considering Categorical Hierarchical Relationship.
Proceedings of the 12th IEEE Global Conference on Consumer Electronics, 2023

Text-to-image Diffusion Model Suppressing Catastrophic Forgetting via Elastic Weight Consolidation.
Proceedings of the 12th IEEE Global Conference on Consumer Electronics, 2023

Improving Visual Counterfactual Explanation Models for Image Classification via CLIP.
Proceedings of the 12th IEEE Global Conference on Consumer Electronics, 2023

Deterioration Level Estimation for Infrastructures Considering Noisy Labels via DivideMix.
Proceedings of the 12th IEEE Global Conference on Consumer Electronics, 2023

2022
Interactive Re-ranking via Object Entropy-Guided Question Answering for Cross-Modal Image Retrieval.
ACM Trans. Multim. Comput. Commun. Appl., 2022

Defect Detection of Subway Tunnels Using Advanced U-Net Network.
Sensors, 2022

Controllable Music Playlist Generation Based on Knowledge Graph and Reinforcement Learning.
Sensors, 2022

Trial Analysis of the Relationship between Taste and Biological Information Obtained While Eating Strawberries for Sensory Evaluation.
Sensors, 2022

Distress Detection in Subway Tunnel Images via Data Augmentation Based on Selective Image Cropping and Patching.
Sensors, 2022

Learning intra-domain style-invariant representation for unsupervised domain adaptation of semantic segmentation.
Pattern Recognit., 2022

Dataset complexity assessment based on cumulative maximum scaled area under Laplacian spectrum.
Multim. Tools Appl., 2022

Similar interior coordination image retrieval with multi-view features.
Int. J. Multim. Inf. Retr., 2022

RGMIM: Region-Guided Masked Image Modeling for COVID-19 Detection.
CoRR, 2022

Dataset Distillation for Medical Dataset Sharing.
CoRR, 2022

Compressed gastric image generation based on soft-label dataset distillation for medical data sharing.
Comput. Methods Programs Biomed., 2022

Rubber Material Retrieval System using Electron Microscope Images for Rubber Material Development.
Proceedings of the 4th ACM International Conference on Multimedia in Asia, 2022

Disentangled Image Attribute Editing in Latent Space via Mask-Based Retention Loss.
Proceedings of the 4th ACM International Conference on Multimedia in Asia, 2022

Generating Captions of Imagined content from Human Brain Activities Applying An Image Captioning Model.
Proceedings of the 4th IEEE Global Conference on Life Sciences and Technologies, 2022

Knowledge-Guided Sequential Recommendation with Reinforcement Learning Using Empirical Distribution Function.
Proceedings of the 4th IEEE Global Conference on Life Sciences and Technologies, 2022

Transformer Based Multimodal Scene Recognition in Soccer Videos.
Proceedings of the IEEE International Conference on Multimedia and Expo Workshops, 2022

Assessment of Image Manipulation Using Natural Language Description: Quantification of Manipulation Direction.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Improving Model Adaptation for Semantic Segmentation by Learning Model-Invariant Features with Multiple Source-Domain Models.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Multi-scale Defect Detection from Subway Tunnel Images with Spatial Attention Mechanism.
Proceedings of the IEEE International Conference on Consumer Electronics - Taiwan, 2022

Action Classification Based on LSTM Using First and Third Person Videos of Engineers Inspecting Bridges.
Proceedings of the IEEE International Conference on Consumer Electronics - Taiwan, 2022

Scene Retrieval in Soccer Videos by Spatial-temporal Attention with Video Vision Transformer.
Proceedings of the IEEE International Conference on Consumer Electronics - Taiwan, 2022

Generative Adversarial Network Including Referring Image Segmentation For Text-Guided Image Manipulation.
Proceedings of the IEEE International Conference on Acoustics, 2022

TriBYOL: Triplet BYOL for Self-Supervised Representation Learning.
Proceedings of the IEEE International Conference on Acoustics, 2022

Divergence-Guided Feature Alignment for Cross-Domain Object Detection.
Proceedings of the IEEE International Conference on Acoustics, 2022

Self-Knowledge Distillation based Self-Supervised Learning for Covid-19 Detection from Chest X-Ray Images.
Proceedings of the IEEE International Conference on Acoustics, 2022

A Multimodal Interpretable Visual Question Answering Model Introducing Image Caption Processor.
Proceedings of the 11th IEEE Global Conference on Consumer Electronics, 2022

Cross-modal Image Retrieval Considering Semantic Relationships with Object Information.
Proceedings of the 11th IEEE Global Conference on Consumer Electronics, 2022

Cross-platform Recommendation Considering Common Users' Preferences Based on Preference Propagation GraphNet.
Proceedings of the 11th IEEE Global Conference on Consumer Electronics, 2022

Analysis of Relationships between Visual Cognitive Contents and Response of Each Brain Region via Visual Question Answering.
Proceedings of the 11th IEEE Global Conference on Consumer Electronics, 2022

GCN-based Collaborative Filtering Considering Personality Bias.
Proceedings of the 11th IEEE Global Conference on Consumer Electronics, 2022

Prediction of Amyloid-β Positivity Using QSM Images Based on Bootstrap Your Own Latent.
Proceedings of the 11th IEEE Global Conference on Consumer Electronics, 2022

Free-viewpoint Sports Video Generation Based on Dynamic NeRF Considering Time Series.
Proceedings of the 11th IEEE Global Conference on Consumer Electronics, 2022

Content-based Image Retrieval Using Effective Synthesized Images from Different Camera Views via pixelNeRF.
Proceedings of the 11th IEEE Global Conference on Consumer Electronics, 2022

Union-Set Multi-source Model Adaptation for Semantic Segmentation.
Proceedings of the Computer Vision - ECCV 2022, 2022

2021
Rubber Material Property Prediction Using Electron Microscope Images of Internal Structures Taken under Multiple Conditions.
Sensors, 2021

Domain Adaptive Cross-Modal Image Retrieval via Modality and Domain Translations.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2021

Text-Guided Style Transfer-Based Image Manipulation Using Multimodal Generative Models.
IEEE Access, 2021

Disentangled Representation Learning in Real-World Image Datasets via Image Segmentation Prior.
IEEE Access, 2021

Database-adaptive Re-ranking for Enhancing Cross-modal Image Retrieval.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

IR Questioner: QA-based Interactive Retrieval System.
Proceedings of the ICMR '21: International Conference on Multimedia Retrieval, 2021

Question Answering from Brain Activity Data via Decoder Based on Neural Networks.
Proceedings of the 3rd IEEE Global Conference on Life Sciences and Technologies, 2021

Music Playlist Generation Based on Graph Exploration Using Reinforcement Learning.
Proceedings of the 3rd IEEE Global Conference on Life Sciences and Technologies, 2021

Interpretable Representation Learning on Natural Image Datasets via Reconstruction in Visual-Semantic Embedding Space.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Segmentation-Aware Text-Guided Image Manipulation.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

User Background Information-Aware Music Recommendation with Reinforcement Learning-Based Knowledge Graph Exploration.
Proceedings of the IEEE International Conference on Consumer Electronics-Taiwan, 2021

Cross-view Self-supervised Learning via Momentum Statistics in Batch Normalization.
Proceedings of the IEEE International Conference on Consumer Electronics-Taiwan, 2021

Semantic-Aware Unpaired Image-to-Image Translation for Urban Scene Images.
Proceedings of the IEEE International Conference on Acoustics, 2021

Detection of Off-screen Sound Based on Loss Function of Self-supervised Audio-visual Spatialization.
Proceedings of the 10th IEEE Global Conference on Consumer Electronics, 2021

Text-Guided Image Manipulation for Desired Region Using Referring Image Segmentation.
Proceedings of the 10th IEEE Global Conference on Consumer Electronics, 2021

Estimating Imagined Images from Brain Activities via Visual Question Answering.
Proceedings of the 10th IEEE Global Conference on Consumer Electronics, 2021

Listener Recommendation for Artist Based on Knowledge Graph and Reinforcement Learning.
Proceedings of the 10th IEEE Global Conference on Consumer Electronics, 2021

Action Classification from Egocentric Videos Using Reinforcement Learning-based Pose Estimation.
Proceedings of the 10th IEEE Global Conference on Consumer Electronics, 2021

Sports Action Detection Based on Self-Supervised Feature Learning and Object Detection.
Proceedings of the 10th IEEE Global Conference on Consumer Electronics, 2021

Triplet Self-Supervised Learning for Gastritis Detection with Scarce Annotations.
Proceedings of the 10th IEEE Global Conference on Consumer Electronics, 2021

Multi-class Similar Scene Retrieval in Soccer Videos: A Scene Confusion Reduction Method Based on Combination of Long and Short Frame Sequences.
Proceedings of the 10th IEEE Global Conference on Consumer Electronics, 2021

2020
Chronic gastritis classification using gastric X-ray images with a semi-supervised learning method based on tri-training.
Medical Biol. Eng. Comput., 2020

Deep convolutional neural network-based anomaly detection for organ classification in gastric X-ray examination.
Comput. Biol. Medicine, 2020

Enhancing Cross-Modal Retrieval Based on Modality-Specific and Embedding Spaces.
IEEE Access, 2020

Interactive re-ranking for cross-modal retrieval based on object-wise question answering.
Proceedings of the MMAsia 2020: ACM Multimedia Asia, 2020

Estimating Viewed Images with Natural Language Question Answering from fMRI Data.
Proceedings of the 2nd IEEE Global Conference on Life Sciences and Technologies, 2020

Image Retrieval With Lingual And Visual Paraphrasing Via Generative Models.
Proceedings of the IEEE International Conference on Image Processing, 2020

Multimodal Image-to-Image Translation for Generation of Gastritis Images.
Proceedings of the IEEE International Conference on Image Processing, 2020

Generation of Viewed Image Captions From Human Brain Activity Via Unsupervised Text Latent Space.
Proceedings of the IEEE International Conference on Image Processing, 2020

Estimation Of Visual Contents Based On Question Answering From Human Brain Activity.
Proceedings of the IEEE International Conference on Image Processing, 2020

Variational Autoencoder Based Unsupervised Domain Adaptation For Semantic Segmentation.
Proceedings of the IEEE International Conference on Image Processing, 2020

Soft-Label Anonymous Gastric X-Ray Image Distillation.
Proceedings of the IEEE International Conference on Image Processing, 2020

Image Retrieval with Data Augmentation of Sentence Labels Based on Paraphrasing.
Proceedings of the IEEE International Conference on Consumer Electronics - Taiwan, 2020

Unsupervised Domain Adaptation for Semantic Segmentation with Symmetric Adaptation Consistency.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Question Answering for Estimation of Seen Image Contents from Multi-subject fMRI Responses.
Proceedings of the 9th IEEE Global Conference on Consumer Electronics, 2020

Music Playlist Generation Based on Reinforcement Learning Using Acoustic Feature Map.
Proceedings of the 9th IEEE Global Conference on Consumer Electronics, 2020

Face Synthesis via User Manipulation of Disentangled Latent Representation.
Proceedings of the 9th IEEE Global Conference on Consumer Electronics, 2020

Complexity Evaluation of Medical Image Data for Classification Problem Based on Spectral Clustering.
Proceedings of the 9th IEEE Global Conference on Consumer Electronics, 2020

2019
Cardiac sarcoidosis classification with deep convolutional neural network-based features using polar maps.
Comput. Biol. Medicine, 2019

Text-to-Image GAN-Based Scene Retrieval and Re-Ranking Considering Word Importance.
IEEE Access, 2019

Query is GAN: Scene Retrieval With Attentional Text-to-Image Generative Adversarial Network.
IEEE Access, 2019

Estimating Regions of Deterioration in Electron Microscope Images of Rubber Materials via a Transfer Learning-Based Anomaly Detection Model.
IEEE Access, 2019

Synthetic Gastritis Image Generation via Loss Function-Based Conditional PGGAN.
IEEE Access, 2019

Bone Metastatic Tumor Detection based on AnoGAN Using CT Images.
Proceedings of the IEEE 1st Global Conference on Life Sciences and Technologies, 2019

Extraction of Regions Related to Cardiac Sarcoidosis in Polar Map Images.
Proceedings of the IEEE 1st Global Conference on Life Sciences and Technologies, 2019

Classification of Subcellular Protein Patterns in Human Cells with Transfer Learning.
Proceedings of the IEEE 1st Global Conference on Life Sciences and Technologies, 2019

Fine-tuning of Pre-trained DCNN for Gastritis Detection from Gastric X-ray Images.
Proceedings of the IEEE 1st Global Conference on Life Sciences and Technologies, 2019

Scene Retrieval from Multiple Resolution Generated Images Based on Text-to-Image GAN.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Semi-Supervised Learning Based on Tri-Training for Gastritis Classification using Gastric X-ray Images.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Synthetic Image Generation for Gastritis Detection Based on Auxiliary Classifier Generative Adversarial Network.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Scene Retrieval for Video Summarization Based on Text-to-Image gan.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Gastritis Detection from Gastric X-Ray Images Via Fine-Tuning of Patch-Based Deep Convolutional Neural Network.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Voice-Input Multimedia Information Retrieval System Based on Text-to-image GAN.
Proceedings of the IEEE 8th Global Conference on Consumer Electronics, 2019

Scene Retrieval Using Text-to-image GAN-based Visual Similarities and Image-to-text Model-based Textual Similarities.
Proceedings of the IEEE 8th Global Conference on Consumer Electronics, 2019

Estimation of Drilling Energy from Tunnel Cutting Face Image Based on Online Learning.
Proceedings of the IEEE 8th Global Conference on Consumer Electronics, 2019

Detection of Distress Region from Subway Tunnel Images via U-net-based Deep Semantic Segmentation.
Proceedings of the IEEE 8th Global Conference on Consumer Electronics, 2019

Effectiveness Evaluation of Deep Features for Image Reconstruction from fMRI Signals.
Proceedings of the IEEE 8th Global Conference on Consumer Electronics, 2019

Aesthetic Style Transfer through Text-to-image Synthesis and Image-to-image Translation.
Proceedings of the IEEE 8th Global Conference on Consumer Electronics, 2019

2018
Anonymous Gastritis Image Generation via Adversarial Learning from Gastric X-Ray Images.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Image Retrieval from Vague Description Based on AttnGAN.
Proceedings of the IEEE 7th Global Conference on Consumer Electronics, 2018

2017
Aesthetic quality assessment of images via Supervised Locality Preserving CCA.
Proceedings of the IEEE 6th Global Conference on Consumer Electronics, 2017

2016
Estimation of salient regions related to chronic gastritis using gastric X-ray images.
Comput. Biol. Medicine, 2016


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