Ren Togo
Sapporo, 0600814, Japan
Last Updated: 09/26/2026
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Found 35 publications
Surgical Video Understanding with Alignment-Preserving Temporal Adaptation and Action Triplet Text Alignment.
Journal: Bioengineering (Basel, Switzerland)
Published: April 04, 2026
Privacy-Aware Continual Self-Supervised Learning on Multi-Window Chest Computed Tomography for Domain-Shift Robustness.
Journal: Bioengineering (Basel, Switzerland)
Published: November 17, 2025
Exponential Dissimilarity-Dispersion Family for Domain-Specific Representation Learning.
Journal: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Published: September 22, 2025
Dual-model weight selection and self-knowledge distillation for medical image classification.
Journal: Computers in biology and medicine
Published: August 19, 2025
Personalized federated learning for medical vision-language models via efficient fine-tuning and uncertainty-aware disentanglement.
Journal: Journal of biomedical informatics
Published: August 15, 2025
Deep-learning-based automatic liver segmentation using computed tomography images in dogs.
Journal: Frontiers in veterinary science
Published: August 07, 2025
Enhancing Adversarial Defense via Brain Activity Integration Without Adversarial Examples.
Journal: Sensors (Basel, Switzerland)
Published: March 26, 2025
Multistage deep learning for classification of Helicobacter pylori infection status using endoscopic images.
Journal: Journal of gastroenterology
Published: July 07, 2024
ConcVAE: Conceptual Representation Learning.
Journal: IEEE transactions on neural networks and learning systems
Published: July 03, 2024
Analysis of Continual Learning Techniques for Image Generative Models with Learned Class Information Management.
Journal: Sensors (Basel, Switzerland)
Published: April 01, 2024
Multimodal Transformer Model Using Time-Series Data to Classify Winter Road Surface Conditions.
Journal: Sensors (Basel, Switzerland)
Published: March 27, 2024
A Novel Frame-Selection Metric for Video Inpainting to Enhance Urban Feature Extraction.
Journal: Sensors (Basel, Switzerland)
Published: March 26, 2024
Last Updated: 09/26/2026