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Richard Chen

3 accepted papers

2025

ContraGS: Codebook-Condensed and Trainable Gaussian Splatting for Fast, Memory-Efficient Reconstruction

ICCV 2025accepted

3D Gaussian Splatting (3DGS) is a state-of-art technique to model real-world scenes with high quality and real-time rendering.Typically, a higher quality representation can be achieved by using a large number of 3D Gaussians. However, using large 3D Gaussian counts significantly increases the GPU de…

Cited by 0SourcePDFScholar
2025

Improving Model Probability Calibration by Integration of Large Data Sources with Biased Labels

AAAI 2025technical

Probability calibration transforms raw output of a classification model into empirically interpretable probability. When the model is purposed to detect rare event and only a small expensive data source has clean labels, it becomes extraordinarily challenging to obtain accurate probability calibrati…

Cited by 0SourcePDFScholar
2024

Enabling Sustainable Freight Forwarding Network via Collaborative Games

IJCAI 2024poster

Freight forwarding plays a crucial role in facilitating global trade and logistics. However, as the freight forwarding market is extremely fragmented, freight forwarders often face the issue of not being able to fill the available shipping capacity. This recurrent issue motivates the creation of var…

Cited by 0SourcePDFScholar