Computer Vision Lab

[May] We received an Hyundai Motor Group grant for the project "차량용 SoC를 위한 고효율 종단간 자율주행 기술 개발." (May. 2026–Dec. 2026).

[Apr] We received an IITP grant for the project "실시간 협업 및 경량화 기술 기반 AI 연계 멀티모달 미디어 저작 플랫폼 개발." (Apr. 2026–Dec. 2028).

[Mar] Mookyeom and Dongjin joined our research group as undergraduate interns. Welcome, Mookyeom and Dongjin!

[Mar] Hoyeon and Junsung began their M.S. programs.

[Feb] We received an SeoulTech grant for the project "효율적인 시각 문서 검색을 위한 순위 보존 기반의 시각 토큰 압축 기술 연구." (Mar. 2026–Dec. 2026).

[Feb] Our papers have been accepted to CVPR 2026. Congratulations to Chaeyoung!

• Wall Kim,  Chaeyoung Song, and Hanul Kim, "MultiModalPFN: Extending Prior-Data Fitted Networks for Multimodal Tabular Learning," Proc. CVPR, 2026.

• GwangWook Park, Hyo-Jun Lee, Jong-Hyeon Baek, Hanul Kim, Yeong Jun Koh, "EG-3DVG: Expression and Geometry Aware Grounding Decoder for 3D Visual Grounding," Proc. CVPR, 2026.

2025

[Sep] Our paper has been accepted to NeurIPS 2025.

• Hyunseop Kim, Juheon Jeong,  Hanul Kim, and Yeong Jun Koh, "Dual-Path Temporal Decoder for End-to-End Multi-Object Tracking," Proc. NeurIPS, Dec., 2025.

[Sep] Gaeun started her research internship at 42dot. Good luck, Gaeun!

[Aug] Our paper has been accepted for publication in IEEE Access. Congratulations to Yeji

• Yeji Jeon, Youkyung Han, Kwang-Jae Lee, Yeseul Kim, and Hanul Kim, "Guided Texture Transfer Network for Mid-Infrared Satellite Image Super Resolution," IEEE Access, Vol. 12, Aug., 2025.

[Jul] Our paper has been accepted to BMVC 2025. Congratulations to Gaeun and Daeil!

• Gaeun Kim*, Daeil Han*,  Yeong Jun Koh, and Hanul Kim, "DualDistill: A Unified Knowledge Distillation Framework with Cross-Modal Feature Alignment for Camera-Based 3D Object Detection," Proc. BMVC, 2025.

[Jul] Geonoh, Doyun, Junmin, and Jiyoon joined our research group as undergraduate interns. Welcome all!

[May] We received an MSS grant for the project "AI 동화책 제작을 위한 일관된 캐릭터 영상 생성." (May 2025–Dec. 2025).

[May] Hoyeon and Seeun joined our research group as undergraduate interns. Welcome, Hoyeon and Seeun!

[Feb] Our papers have been accepted to CVPR 2025.

• Hyo-Jun Lee, Hyunseop Kim, Yonguk Lee, Jinu Lee, Hanul Kim, and Yeong Jun Koh, "SOAP: Vision-Centric 3D Semantic Scene Completion with Scene-Adaptive Decoder and Occluded Region-Aware View Projection," Proc. CVPR, 2025.

• Hyunseop Kim, Hyo-Jun Lee, Yonguk Lee, Jinu Lee, Hanul Kim, and Yeong Jun Koh, "GRAE-3DMOT: Geometry Relation-Aware Encoder for Online 3D Multi-Object Tracking," Proc. CVPR, 2025

[Jan] Jun-hwan joined our research group as an undergraduate intern. Welcome, Jun-hwan!

2024

[Nov] Our team won second place in the Samsung AI Challenge 2024 on Machine Learning Force Fields. Congratulations to Gaeun, Daeil, and Juhyun!

[Sep] Chaeyoung joined our research group as an undergraduate intern. Welcome, Chaeyoung!

[Sep] Daeil, Gaeun, and Jeongyeon began their M.S. programs.

[Jun] Yeji started her research internship at NAVER. Good luck, Yeji!

[Jun] Our team won second place in the 2024 Waymo Open Dataset Challenge at the CVPR 2024 Autonomous Driving Workshop. Congratulations to Daeil and Gaeun!

[May] Our paper has been accepted for publication in IEEE Access. Congratulations to Yeji!

• Yeji Jeon, and Hanul Kim, "Efficient Image Enhancement via Representative Color Transform," IEEE Access, Vol. 12, May., 2024.

[Apr] We received an NRF grant for the project "자율주행을 위한 비전중심의 인지/예측 시스템 개발." (Apr. 2024–Mar. 2027).

[Mar] Juhyun joined our research group as an undergraduate intern. Welcome, Juhyun!

[Mar] Mingyoo began his M.S. program.

[Jan] Our paper has been accepted for publication in CAAI Transactions on Intelligence Technology (TIT).

• Hanul Kim, Yeji Jeon, and Yeong Jun Koh, "Image Enhancement with Intensity Transformation on Embedding Space," CAAI Trans. Intell. Technol (TIT), Vol. 9, No. 1, Jan., 2024.

2023

[Nov] Our team won the Samsung AI Challenge 2023 on Image Quality Assessment and Captioning. Congratulations to Yeji, Mingyu, and Jeongyeon!

[Sep] Daeil joined our research group as an undergraduate intern. Welcome, Daeil!

[Jul] Our paper on image enhancement has been accepted to ICCV 2023.

• Jong-Hyeon Baek, Daehyun Kim, Su-Min Choi, Hyo-Jun Lee, Hanul Kim, Yeong Jun Koh, "Luminance-aware Color Transform for Multiple Exposure Correction," Proc. IEEE/CVF ICCV, 2023

[Jun] We received an NRF grant for the project "스스로 성장하기 위한 멀티학습 기반 메타인지 기술 개발." (Jun. 2023–Feb. 2026).

[Mar] Yeji began her M.S. program.

[Feb] Our paper on 3D car pose and shape estimation has been accepted to CVPR 2023.

• Hyo-Jun Lee*, Hanul Kim*, Su-Min Choi, Seong-Gyun Jeong, Yeong Jun Koh, "BAAM: Monocular 3D pose and shape reconstruction with bi-contextual attention module and attention-guided modeling," Proc. IEEE/CVF CVPR, 2023

[Jan] Gaeun and Yeounwoo joined our research group as undergraduate interns. Welcome, Gaeun and Yeounwoo!

2022

[Nov] Subin and Jeongyeon joined our research group as undergraduate interns. Welcome, Subin and Jeongyeon!

[Sep] We received an NRF grant for the project "A Study on Real-Time Low-Light Image Enhancement Based on Global Transformation Function." (Sep. 2022–Aug. 2023).

[Apr] Yeji and Mingyoo joined our research group as undergraduate interns. Welcome, Yeji and Mingyoo!

2021