NEWS

🌐IMRL(SeoulTech) X GML(ASU) Joint Seminar (hosted by Prof. Jeon) was held on July 15th at SeoulTech. Check it here! [link] [SeoulTech]

"Gait-Semantic Relational Knowledge Distillation for Ground Reaction Force Estimation" has been accepted at Advanced Engineering Informatics! [pdf]

"Geometric Feature Relationship-Based Knowledge Distillation for Ground Reaction Force Estimation" has been accepted at Measurement! [pdf]

📢Congratulations!🎉 전은솜 교수 연구팀, 교육부와 한국연구재단(NRF) 주관 2026년도 기초연구사업 신진연구(유형B)에 최종 선정 [link]

"Selective Correlation Based Knowledge Distillation for Ground Reaction Force Estimation" has been accepted at Measurement! [pdf] [arxiv]

📢Prof. Jeon will serve as Guest Editor for Biomimetics (Q1, IF4.2), Special Issue: Bio-Inspired Signal Processing on Image and Audio Data. [link]

"Topological Feature Guided Knowledge Distillation for Improved Wearable Sensor Data Analysis" has been accepted at Neurocomputing! [pdf]

"Role of Language-Guidance in Knowledge Distillation for Semantic Segmentation Under Limited Field-Of-View Autonomous Driving," has been accepted at WACV 2026 Workshop on  LLVM-AD!

"Improved Knowledge Distillation Based on Global Latent Workspace with Multimodal Knowledge Fusion for Understanding Topological Guidance on Wearable Sensor Data" has been accepted at IEEE TNNLS! [pdf]

📢Prof. Jeon will join WACV 2026 (Tucson, Arizona) LENS workshop as a program committee. [link]

한국정보처리학회 ACK 2025 논문 발표, 학부연구생 신연우

"언어 기반 가이드를 통한 제한된 시야 환경에서의 도로 주행 환경 인식 성능 향상 연구"

"Image Representation-Driven Knowledge Distillation for Improved Time-Series Interpretation on Wearable Sensor Data" has been published at Sensors! [pdf]

Congratulations!🎉 2025 한국멀티미디어학회 춘계학술발표대회 우수발표상 수상, 학부연구생 정재찬, 김준수

"멀티모달 기반의 지식 증류를 활용한 시계열 데이터의 분류 성능 향상 연구"

"DCR KD: Dynamic Class Relation Knowledge Distillation for Semantic Segmentation with the Frontal-viewing Camera of Limited Field of View in an Internet of Things Environment" has been published at IEEE IoTJ! [pdf]

(Google Scholar - Computer Systems Top 1 publication) 

"Ground Reaction Force Estimation via Time-aware Knowledge Distillation" has been published at IEEE IoTJ! [pdf] [arxiv] [linkedin]

(Google Scholar - Computer Systems Top 1 publication) 

3D Gen AI Paper "MT3D" has been accepted at CVPR 2025 workshop! (AI for Content Creation Workshop)

"Intra-class Patch Swap for Self-Distillation" has been accepted at Neurocomputing! [pdf] [arxiv]

(Google Scholar - Artificial Intelligence Top 8 publication) 

Spotlight on our collaborator, GML at ASU (News) [linkedin]

"Role of Mixup in Topological KD" has been published at IEEE Sensors Journal! [pdf] [linkedin]

"Robustness of Topological Persistence for Wearable Sensor Data"  has been published at EPJ Data Science! [pdf]

3D Gen AI Paper "MT3D" for WACV 2025 has been published! [project]

(Google Scholar - computer vision & pattern recognition Top 9 publication) ASU AME

2 NeurIPS workshop papers have been published!