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cs.CV2026
SILICA: Repurposing Diffusion Priors for Joint Glass Segmentation and Depth Estimation
Tarun R, Anuj Verma, Laksh Nanwani +2
Standard depth sensors systematically fail on transparent surfaces, creating corrupted 3D maps and severe navigation hazards. While specialized hardware sensors can detect glass, t…
cs.CV2024★ 3 cited
Open-Set 3D Semantic Instance Maps for Vision Language Navigation -- O3D-SIM
Laksh Nanwani, Kumaraditya Gupta, Aditya Mathur +3
Humans excel at forming mental maps of their surroundings, equipping them to understand object relationships and navigate based on language queries. Our previous work, SI Maps (Nan…