Search Results for author: Qinglong Meng

Found 2 papers, 2 papers with code

PaddingFlow: Improving Normalizing Flows with Padding-Dimensional Noise

1 code implementation13 Mar 2024 Qinglong Meng, Chongkun Xia, Xueqian Wang

To implement PaddingFlow, only the dimension of normalizing flows needs to be modified.

 Ranked #1 on Density Estimation on MNIST (MMD-L2 metric)

Density Estimation

PPNet: A Two-Stage Neural Network for End-to-end Path Planning

1 code implementation18 Jan 2024 Qinglong Meng, Chongkun Xia, Xueqian Wang, Songping Mai, Bin Liang

The results show that PPNet can find a near-optimal solution in 15. 3ms, which is much shorter than the state-of-the-art path planners.

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