Duygu Ceylan

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Architecture Design (Transformers, SSMs, MoE) (1)Computer Vision (1)

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Niladri Shekhar Dutt (1)Niladri Shekhar Dutt (1)Zifan Shi (1)Zifan Shi (1)

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Mar 18, 2026

2w ago·also Adobe Research

LoST: Level of Semantics Tokenization for 3D Shapes

Forget geometric LODs: tokenizing 3D shapes by semantic salience unlocks SOTA reconstruction and efficient autoregressive generation with 10x-1000x fewer tokens.

Niladri Shekhar Dutt, Niladri Shekhar Dutt, Zifan Shi +11

Architecture Design (Transformers, SSMs, MoE)Computer Vision

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Duygu Ceylan

Publication activitypapers/week, last 8 weeks

Research focus

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Papers (1)