News - 2024

 Sion's paper, "Few-shot Anomaly Detection using Positive Unlabeled Learning with Cycle Consistency and Co-occurrence Features," has been accepted for publication in Expert Systems with Applications. Congratulations!

Wafa's paper, "Context-Guided Medical Visual Question Answering," has been accepted for publication and oral presentation in MICCAI's EMERGE Workshop 2024.  Congratulations!

 A paper, "Horizontal Attention Based Generation Module for Unsupervised Domain Adaptive Stereo Matching," has been accepted for publication and oral presentation in IROS 2024. Congratulations!

 Ihsan's paper, "Video Domain Adaptation for Semantic Segmentation using Perceptual Consistency Matching," has been accepted for publication in Neural Networks. Congratulations!

 Siwoo's paper, "InstaSAM: Instance-aware Segment Any Nuclei Model with Point Annotations," has been accepted for publication in MICCAI 2024. Congratulations!

 Philip's paper, "Low-Shot Prompt Tuning for Multiple Instance Learning based Histology Classification," has been accepted for publication in MICCAI 2024. Congratulations!

 Sion's paper, "Subject-Adaptive Transfer Learning Using Resting State EEG Signals for Cross-Subject EEG Motor Imagery Classification," has been early-accepted (top 11%) for publication in MICCAI 2024. Congratulations!

 A paper, "Social context modulates multibrain broadband dynamics and functional brain-to-brain coupling in the group of mice," has been accepted for publication in Scientific Reports.  Congratulations!

 Euijin's paper, "Generation of synthetic PET/MR fusion images from MR images using a combination of generative adversarial networks and conditional denoising diffusion probabilistic models based on simultaneous 18F-FDG PET/MR image data of pyogenic spondylodiscitis" has been accepted for publication in The Spine Journal.  Congratulations!

 Soopil and Heejung's paper has been accepted for publication in the Medical Image Analysis.  Congratulations!

 Miguel's paper "Enhanced Nuclei Segmentation and Classification via Category Descriptors in the SAM Model" has been accepted for publication in the Bioengineering. Congratulations!

The paper "Deep Learning for Microsatellite Instability Prediction in Colorectal Cancer: Impact of Clinicopathologic Variables on Model Performance" was accepted in Journal of Clinical Chemistry and Laboratory Medicine. Congratulations! 

Hojun Lee and Yeonwoo Seo joined MISPL.

Our lab member, Myeongkyun Kang, has been honored with the annual Department of Robotics Best Researcher Award. Congratulations to Myeongkyun for this recognition! Keep up the remarkable work!

Miguel's paper "Attention guided multi-scale cluster refinement with extended field of view for amodal nuclei segmentation" was accepted in Computers in Biology and Medicine. Congratulations! 

Soopil's paper "Few shot part segmentation reveals compositional logic for industrial anomaly detection" was accepted in AAAI 2024. Congratulations! 

Myeongkyun's paper, titled "FedNN: Federated Learning on Concept Drift Data using Weight and Adaptive Group Normalizations",  was accepted for publication in Pattern Recognition. Congratulations.