Search Results for author: Xiufeng Xie

Found 4 papers, 1 papers with code

HollowNeRF: Pruning Hashgrid-Based NeRFs with Trainable Collision Mitigation

no code implementations ICCV 2023 Xiufeng Xie, Riccardo Gherardi, Zhihong Pan, Stephen Huang

By exploiting the sparsity in the 3D scene to redistribute hash collisions, HollowNeRF improves rendering quality while using a fraction of the parameters of comparable state-of-the-art solutions, leading to a better cost-accuracy trade-off.

Partial Weight Adaptation for Robust DNN Inference

no code implementations CVPR 2020 Xiufeng Xie, Kyu-Han Kim

Mainstream video analytics uses a pre-trained DNN model with an assumption that inference input and training data follow the same probability distribution.

Autonomous Vehicles

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