3 papers
cs.CV2025
Online Generic Event Boundary Detection
Hyungrok Jung, Daneul Kim, Seunggyun Lim +2
Generic Event Boundary Detection (GEBD) aims to interpret long-form videos through the lens of human perception. However, current GEBD methods require processing complete video fra…
cs.AI2025
ARES: Auxiliary Range Expansion for Outlier Synthesis
Eui-Soo Jung, Hae-Hun Seo, Hyun-Woo Jung +2
Recent successes of artificial intelligence and deep learning often depend on the well-collected training dataset which is assumed to have an identical distribution with the test d…
cs.CV2024
Long-Tailed Recognition on Binary Networks by Calibrating A Pre-trained Model
Jihun Kim, Dahyun Kim, Hyungrok Jung +2
Deploying deep models in real-world scenarios entails a number of challenges, including computational efficiency and real-world (e.g., long-tailed) data distributions. We address t…