Mengqi Guo* — accepted AI-conference papers

2024

TreeSBA: Tree-Transformer for Self-Supervised Sequential Brick Assembly

Mengqi Guo*, Chen Li, Yuyang Zhao, Gim Hee Lee

ECCV 2024poster

"Inferring step-wise actions to assemble 3D objects with primitive bricks from images is a challenging task due to complex constraints and the vast number of possible combinations. Recent studies have demonstrated promising results on sequential LEGO brick assembly through the utilization of LEGO-Gr…

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2024

UNIKD: UNcertainty-Filtered Incremental Knowledge Distillation for Neural Implicit Representation

Mengqi Guo*, Chen Li, Hanlin Chen, Gim Hee Lee

ECCV 2024poster

"Recent neural implicit representations (NIRs) have achieved great success in the tasks of 3D reconstruction and novel view synthesis. However, they require the images of a scene from different camera views to be available for one-time training. This is expensive especially for scenarios with large-…

Cited by 2 Source ↗PDF ↗code ↗Scholar ↗