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cs.CV2026
Detailed Geometry and Appearance from Opportunistic Motion
Ryosuke Hirai, Kohei Yamashita, Antoine Guédon +3
Reconstructing 3D geometry and appearance from a sparse set of fixed cameras is a foundational task with broad applications, yet it remains fundamentally constrained by the limited…
cs.LG2026
MAGNET: Autonomous Expert Model Generation via Decentralized Autoresearch and BitNet Training
Yongwan Kim, Sungchul Park
We present MAGNET (Model Autonomously Growing Network), a decentralized system for autonomous generation, training, and serving of domain-expert language models across commodity ha…