一作ICML 2026Poster· Deep Learning / Self-Supervised Learning
Global Geometry Is Not Enough for Vision Representations
Jiwan Chung · Seon Joo Kim
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Jiwan Chung · Seon Joo Kim
Junhyeok Kim · Jaewoo Park · Junhee Park · Sangeyl Lee · Jiwan Chung · Jisung Kim · Ji Hoon Joung · Youngjae Yu
For people affected by blindness and low vision (BLV), safe and independent navigation remains a major challenge, impacting over 2.2 billion individuals worldwide. Although multimodal large language models (MLLMs) offer new opportunities for assistive navigation, progress has been limited by the...