Applied Intelligence for Recognition 

Applied Intelligence for Recognition(AIR) lab is directed by professor Jaehyup Lee since 2024. Research in our lab focuses on understanding kinds of given image and video in a computational way. We aspire to build up intelligent methods that perform innovative visual tasks such as image restoration, deep-learning model variance reduction, computer vision-based geo-science, etc.

• [2026.02] [BKCS IF4] Congratulations! One paper from our group with KAIST, Adobe Research has been accepted to CVPR 2026!  

  • "PropFly: Learning to Propagate via On-the-Fly Supervision from Pre-trained Video Diffusion Models"

• [2026.02] [SCIE] Congratulations, Seunghyun Kim, Minyoung Jeon and Juheon Park! one paper has been accepted to IEEE GRSL!

  •  "RPM: Robust PAN-Sharpening with Multi-Spectral Misalignment Correction"

• [2025.12] We have 2 CVPR, 1 ICCV, 1 ACMMM, 2 IEEE SPL, 1 AAAI, 1 WACV, and several under-review papers in 2025.

• [2025.11] Congratulations, Prof. Jaehyup Lee was awarded the "Research Gift Fund"

• [2025.11] [Major] Congratulations, one paper has been accepted to WACV2026! 

  • "From Street to Orbit: Training-Free Cross-View Retrieval via Location Semantics and LLM Guidance"

• [2025.11] [BKCS IF4] Congratulations, one paper with KNU EE has been accepted to AAAI2026!  

  • "Mechanistic Dissection of Cross-Attention Subspaces in Text-to-Image Diffusion Models"

• [2025.10] [SCIE] Congratulations, Minyoung Jeon and Juheon Park! One paper from our group has been accepted to IEEE SPL!  

  • "U-SET: Uncertainty-aware SAR-to-EO Translation"

• [2025.10] Professor Jaehyup Lee served as the Session Chair for Generative AI: Generative Multimedia at ACM Multimedia 2025 in Dublin!

• [2025.07] Our AIR group has been granted Google Research Credits!

• [2025.07] [BKCS IF4] Congratulations! One paper from our group has been accepted to ACMMM 2025!  

  • "Uncertainty-Guided Face Matting for Occlusion-Aware Face Transformation"

• [2025.06] [BKCS IF4] Congratulations! One paper from our group has been accepted to ICCV 2025!  

  • "PAN-Crafter: Learning Modality-Consistent Alignment for PAN-Sharpening"

• [2025.06] Congratulations! Our group has achieved third place in the Multimodal Aerial View Imagery Classification Challenge 2025 at CVPR! 

• [2025.04] Our AIR group has been awarded a research project with KARI on AI-based satellite image super-resolution!!

• [2025.02] [BKCS IF4] Congratulations! Two papers from our group have been accepted to CVPR 2025!  

  • "U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening"

  • "ABBSPO: Adaptive Bounding Box Scaling and Symmetric Prior based Orientation Prediction for Detecting Aerial Image Objects"

• [2024.09] AIR started in September 2024!!!!