Junmo Kim

Publication Activity (10 Years)

Years Active: 2024-2024
Publications (10 Years): 11

Top Topics

Depth Estimation

Polyp Detection

Image Generation

Stereo Matching Algorithms

Top Venues

Publications

Youngtaek Oh, Pyunghwan Ahn, Jinhyung Kim, Gwangmo Song, Soonyoung Lee, In So Kweon, Junmo Kim
Exploring the Spectrum of Visio-Linguistic Compositionality and Recognition. CoRR (2024)
Woonghyun Ka, Jae Young Lee, Jaehyun Choi, Junmo Kim
Stereo-Matching Knowledge Distilled Monocular Depth Estimation Filtered by Multiple Disparity Consistency. ICASSP (2024)
Hyeong Gwon Hong, Yooshin Cho, Hanbyel Cho, Jaesung Ahn, Junmo Kim
Foreseeing Reconstruction Quality of Gradient Inversion: An Optimization Perspective. AAAI (2024)
Hyungmin Kim, Donghun Kim, Pyunghwan Ahn, Sungho Suh, Hansang Cho, Junmo Kim
ContextMix: A context-aware data augmentation method for industrial visual inspection systems. Eng. Appl. Artif. Intell. 131 (2024)
Haeil Lee, Hansang Lee, Seoyeon Gye, Junmo Kim
Beta Sampling is All You Need: Efficient Image Generation Strategy for Diffusion Models using Stepwise Spectral Analysis. CoRR (2024)
Youngbeom Yoo, Jae Young Lee, Dong-Jae Lee, Jiwoon Jeon, Junmo Kim
Real-Time Polyp Detection in Colonoscopy using Lightweight Transformer. WACV (2024)
Jiwan Hur, Jaehyun Choi, Gyojin Han, Dong-Jae Lee, Junmo Kim
Expanding Expressiveness of Diffusion Models with Limited Data via Self-Distillation based Fine-Tuning. WACV (2024)
Hyungmin Kim, Sungho Suh, Sunghyun Baek, Daehwan Kim, Daun Jeong, Hansang Cho, Junmo Kim
AI-KD: Adversarial learning and Implicit regularization for self-Knowledge Distillation. Knowl. Based Syst. 293 (2024)
Chanho Lee, Jinsu Son, Hyounguk Shon, Yunho Jeon, Junmo Kim
FRED: Towards a Full Rotation-Equivariance in Aerial Image Object Detection. AAAI (2024)
Chenshuang Zhang, Chaoning Zhang, Kang Zhang, Axi Niu, Junmo Kim, In So Kweon
Towards Understanding Dual BN In Hybrid Adversarial Training. Trans. Mach. Learn. Res. 2024 (2024)
Jae Young Lee, Woonghyun Ka, Jaehyun Choi, Junmo Kim
Modeling Stereo-Confidence out of the End-to-End Stereo-Matching Network via Disparity Plane Sweep. AAAI (2024)