🧪 MVPR Lab Projects

This page showcases the recent works of MVPR Lab members, organized by topic and listed in reverse chronological order.

🎨 Generative AI (Image-to-Image Translation)

🔹Deterministic Image-to-Image Translation via Denoising Brownian Bridge Models with Dual Approximators (CVPR 2025)

🔹Score-Based Image-to-Image Brownian Bridge (ACM MM 2024)

🧬 Medical Image Segmentation

🔹 Conditional Diffusion Model with Spatial Attention and Latent Embedding (MICCAI 2024)

🔹 MAGNET: A Modality-Agnostic Network for 3D Medical Image Segmentation (2024)

🔹 Volumetric medical image segmentation through dual self-distillation in U-shaped networks (2023)

🧠 Epilepsy & Brain Imaging

🔹 Non-invasive Localization of Seizure Onset Zone using Clinically Acquired MRI in Children with Drug-Resistant Epilepsy (2024)

🔹 Deep Relational Reasoning for Epilepsy Outcome Prediction (2023)

🌍 COVID Forecasting

🔹 Spatial–Temporal Synchronous Graph Transformer (STSGT) for COVID-19 Forecasting (2022)

⚙️ Frameworks, Utilities

🔹 TorchManager Framework (2023)