Search Results for author: Jian Zou

Found 3 papers, 2 papers with code

UniM$^2$AE: Multi-modal Masked Autoencoders with Unified 3D Representation for 3D Perception in Autonomous Driving

1 code implementation21 Aug 2023 Jian Zou, Tianyu Huang, Guanglei Yang, Zhenhua Guo, WangMeng Zuo

The extension makes it possible to back-project the informative features, obtained by fusing features from both modalities, into their native modalities to reconstruct the multiple masked inputs.

3D Object Detection Autonomous Driving +1

Learning Low-dimensional Manifolds for Scoring of Tissue Microarray Images

no code implementations22 Feb 2021 Donghui Yan, Jian Zou, Zhenpeng Li

Inspired by the recent advance in semi-supervised learning and deep learning, we propose mfTacoma to learn alternative deep representations in the context of TMA image scoring.

Representation Learning

Anomaly Detection via Graphical Lasso

1 code implementation10 Nov 2018 Haitao Liu, Randy C. Paffenroth, Jian Zou, Chong Zhou

Accordingly, we propose a novel optimization problem that is similar in spirit to Robust Principal Component Analysis (RPCA) and splits the sample covariance matrix $M$ into two parts, $M=F+S$, where $F$ is the cleaned sample covariance whose inverse is sparse and computable by Graphical Lasso, and $S$ contains the outliers in $M$.

Anomaly Detection

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