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Zhiyuan Cheng's Projects

apollo icon apollo

An open autonomous driving platform

arcmenu icon arcmenu

An android custom view which looks like the menu in Path 2.0 (for iOS).

badpart icon badpart

"BadPart: Unified Black-box Adversarial Patch Attacks against Pixel-wise Regression Tasks"

bevformer icon bevformer

[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.

bevfusion icon bevfusion

BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation

bevfusion-2 icon bevfusion-2

Offical PyTorch implementation of "BEVFusion: A Simple and Robust LiDAR-Camera Fusion Framework"

cl-fusionattack icon cl-fusionattack

The Pytorch implementation for the paper "Fusion is Not Enough: Single Modal Attack on Fusion Models for 3D Object Detection"

cps_invariant icon cps_invariant

Detecting Attacks Against Robotic Vehicles: A Control Invariant Approach

deepinteraction icon deepinteraction

[NeurIPS 2022] DeepInteraction: 3D Object Detection via Modality Interaction

depthmodelhardening icon depthmodelhardening

Official PyTorch implementation of our paper "Adversarial Training of Self-supervised Monocular Depth Estimation against Physical-World Attacks" accepted at ICLR23 (Spotlight).

lgsvl_msgs icon lgsvl_msgs

2D & 3D ground truth ROS Messages for SVL Simulator

mde_attack icon mde_attack

Implementation of "Physical Attack on Monocular Depth Estimation with Optimal Adversarial Patches"

monodepth2 icon monodepth2

[ICCV 2019] Monocular depth estimation from a single image

uvtr icon uvtr

Unifying Voxel-based Representation with Transformer for 3D Object Detection (NeurIPS 2022)

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