20 citations · 40 across the 4 of their papers we have counts for
6 papers
Topology-Matching Normalizing Flows for Out-of-Distribution Detection in Robot Learning
Jianxiang Feng, Jongseok Lee, Simon Geisler +2
To facilitate reliable deployments of autonomous robots in the real world, Out-of-Distribution (OOD) detection capabilities are often required. A powerful approach for OOD detectio…
ViPLO: Vision Transformer based Pose-Conditioned Self-Loop Graph for Human-Object Interaction Detection
Jeeseung Park, Jin-Woo Park, Jong-Seok Lee
Human-Object Interaction (HOI) detection, which localizes and infers relationships between human and objects, plays an important role in scene understanding. Although two-stage HOI…
Modeling, Quantifying, and Predicting Subjectivity of Image Aesthetics
Hyeongnam Jang, Yeejin Lee, Jong-Seok Lee
Assessing image aesthetics is a challenging computer vision task. One reason is that aesthetic preference is highly subjective and may vary significantly among people for certain i…
Ambiguity of Objective Image Quality Metrics: A New Methodology for Performance Evaluation
Manri Cheon, Toinon Vigier, Lukáš Krasula +3
Objective image quality metrics try to estimate the perceptual quality of the given image by considering the characteristics of the human visual system. However, it is possible tha…
AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results
Pengxu Wei, Hannan Lu, Radu Timofte +68
This paper introduces the real image Super-Resolution (SR) challenge that was part of the Advances in Image Manipulation (AIM) workshop, held in conjunction with ECCV 2020. This ch…
QoE-aware Scalable Video Transmission in MIMO~Systems
Soo-Jin Kim, Gee-Yong Suk, Jong-Seok Lee +1
An important concept in wireless systems has been quality of experience (QoE)-aware video transmission. Such communications are considered not only connection-based communications…