← Search

Hyeon Bae Kim

3 accepted papers

2025

HiCM²: Hierarchical Compact Memory Modeling for Dense Video Captioning

AAAI 2025technical

With the growing demand for solutions to real-world video challenges, interest in dense video captioning (DVC) has been on the rise. DVC involves the automatic captioning and localization of untrimmed videos. Several studies highlight the challenges of DVC and introduce improved methods utilizing pr…

Cited by 1SourcePDFScholar
2024

Do You Remember? Dense Video Captioning with Cross-Modal Memory Retrieval

CVPR 2024poster

There has been significant attention to the research on dense video captioning which aims to automatically localize and caption all events within untrimmed video. Several studies introduce methods by designing dense video captioning as a multitasking problem of event localization and event captionin…

2024

WWW: A Unified Framework for Explaining What Where and Why of Neural Networks by Interpretation of Neuron Concepts

CVPR 2024poster

Recent advancements in neural networks have showcased their remarkable capabilities across various domains. Despite these successes the "black box" problem still remains. To address this we propose a novel framework WWW that offers the 'what' 'where' and 'why' of the neural network decisions in huma…