Radar is an essential sensor for autonomous driving due to its cost-effectiveness and robustness under adverse weather conditions. However, 3D radar points are inherently sparse, noisy, and lack elevation information. As a result, they provide much weaker geometric cues than LiDAR measurements, making reliable represen...
Sung-Ho Moon, Jaeyeul Kim, Wonhyeok Choi et al.· IEEE Signal Processing Lette...· 0 citations
Subject-driven image personalization---generating new images that preserve the identity of one or several reference subjects in novel scenes---is a foundational capability for modern visual content creation. It is currently dominated by generalized methods that fine-tune a pretrained multimodal diffusion transformer (M...
Jihun Park, Kyoungmin Lee, Jongmin Gim et al.· 0 citations
In video-text retrieval, addressing the noisy correspondence problem is crucial for achieving accurate retrieval performance. Recent methods address this challenge by either suppressing the impact of noisy data or predictions distorted by noise. However, existing approaches often overlook two critical aspects: distingu...
Jeonghoon Kim, Hyeon Kang, Jihun Park et al.· ACM Transactions on Multimed...· 0 citations
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