Tianyuan Zhang | DeepAI

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Xin Wang
382 publications
Yue Wang
263 publications
Hao Li
205 publications
Wei Jiang
113 publications
Kurt Keutzer
112 publications
Lu Wang
104 publications
Feng Wang
90 publications
Hang Zhao
78 publications
Zhaoxiang Zhang
76 publications
Justin Solomon
71 publications
Bin Dong
61 publications

∙ 08/07/2023

Exploring the Physical World Adversarial Robustness of Vehicle Detection

Adversarial attacks can compromise the robustness of real-world detectio...

0 Wei Jiang, et al. ∙

∙ 08/04/2023

RobustMQ: Benchmarking Robustness of Quantized Models

Quantization has emerged as an essential technique for deploying deep ne...

0 Yisong Xiao, et al. ∙

∙ 04/11/2023

Benchmarking the Physical-world Adversarial Robustness of Vehicle Detection

Adversarial attacks in the physical world can harm the robustness of det...

0 Tianyuan Zhang, et al. ∙

∙ 04/08/2023

Benchmarking the Robustness of Quantized Models

Quantization has emerged as an essential technique for deploying deep ne...

0 Yisong Xiao, et al. ∙

∙ 08/02/2022

ViP3D: End-to-end Visual Trajectory Prediction via 3D Agent Queries

Existing autonomous driving pipelines separate the perception module fro...

40 Junru Gu, et al. ∙

∙ 05/02/2022

MUTR3D: A Multi-camera Tracking Framework via 3D-to-2D Queries

Accurate and consistent 3D tracking from multiple cameras is a key compo...

8 Tianyuan Zhang, et al. ∙

∙ 03/20/2022

FUTR3D: A Unified Sensor Fusion Framework for 3D Detection

Sensor fusion is an essential topic in many perception systems, such as ...

4 Xuanyao Chen, et al. ∙

∙ 12/13/2021

Embracing Single Stride 3D Object Detector with Sparse Transformer

In LiDAR-based 3D object detection for autonomous driving, the ratio of ...

3 Lue Fan, et al. ∙

∙ 10/13/2021

DETR3D: 3D Object Detection from Multi-view Images via 3D-to-2D Queries

We introduce a framework for multi-camera 3D object detection. In contra...

9 Yue Wang, et al. ∙

∙ 11/12/2020

RIFE: Real-Time Intermediate Flow Estimation for Video Frame Interpolation

We propose RIFE, a Real-time Intermediate Flow Estimation algorithm for ...

8 Zhewei Huang, et al. ∙

∙ 11/26/2019

Domain-Aware Dynamic Networks

Deep neural networks with more parameters and FLOPs have higher capacity...

1 Tianyuan Zhang, et al. ∙

∙ 05/23/2019

Interpreting Adversarially Trained Convolutional Neural Networks

We attempt to interpret how adversarially trained convolutional neural n...

5 Tianyuan Zhang, et al. ∙

∙ 05/02/2019

You Only Propagate Once: Accelerating Adversarial Training Using Maximal Principle

Deep learning achieves state-of-the-art results in many areas. However r...

0 Dinghuai Zhang, et al. ∙

∙ 05/02/2019

You Only Propagate Once: Painless Adversarial Training Using Maximal Principle

Deep learning achieves state-of-the-art results in many areas. However r...

0 Dinghuai Zhang, et al. ∙

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