Search Results - "Kim, Hyeon Bae"

Mask-Free Neuron Concept Annotation for Interpreting Neural Networks in Medical Domain by Kim, Hyeon Bae, Ahn, Yong Hyun, Kim, Seong Tae

“…Recent advancements in deep neural networks have shown promise in aiding disease diagnosis and medical decision-making. However, ensuring transparent…”
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WWW: A Unified Framework for Explaining what, Where and why of Neural Networks by Interpretation of Neuron Concepts by Ahn, Yong Hyun, Kim, Hyeon Bae, Kim, Seong Tae

“…Recent advancements in neural networks have show-cased their remarkable capabilities across various do-mains. Despite these successes, the "black box" problem…”
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WWW: A Unified Framework for Explaining What, Where and Why of Neural Networks by Interpretation of Neuron Concepts by Ahn, Yong Hyun, Kim, Hyeon Bae, Kim, Seong Tae

“…Recent advancements in neural networks have showcased their remarkable capabilities across various domains. Despite these successes, the "black box" problem…”
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Retrieval-Augmented Natural Language Reasoning for Explainable Visual Question Answering by Lim, Su Hyeon, Kim, Minkuk, Kim, Hyeon Bae, Kim, Seong Tae

“…Visual Question Answering with Natural Language Explanation (VQA-NLE) task is challenging due to its high demand for reasoning-based inference. Recent VQA-NLE…”
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Do You Remember? Dense Video Captioning with Cross-Modal Memory Retrieval by Kim, Minkuk, Kim, Hyeon Bae, Moon, Jinyoung, Choi, Jinwoo, Kim, Seong Tae

“…There has been significant attention to the research on dense video captioning, which aims to automatically localize and caption all events within untrimmed…”
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Do You Remember? Dense Video Captioning with Cross-Modal Memory Retrieval by Kim, Minkuk, Kim, Hyeon Bae, Moon, Jinyoung, Choi, Jinwoo, Kim, Seong Tae

“…There has been significant attention to the research on dense video captioning, which aims to automatically localize and caption all events within untrimmed…”
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