PointCloud Saliency Maps

28 November 2018

Papers citing "PointCloud Saliency Maps"

50 / 101 papers shown

Title
Dynamics-aware Adversarial Attack of Adaptive Neural Networks An Tao Yueqi Duan Yingqi Wang Jiwen Lu Jie Zhou AAML 14 4 0 15 Oct 2022
SageMix: Saliency-Guided Mixup for Point Clouds S. Lee Minkyu Jeon In-Ho Kim Yunyang Xiong Hyunwoo J. Kim 3DPC 29 27 0 13 Oct 2022
Exploring Effectiveness of Explanations for Appropriate Trust: Lessons from Cognitive Psychology R. Verhagen Siddharth Mehrotra Mark Antonius Neerincx Catholijn M. Jonker Myrthe L. Tielman 17 1 0 05 Oct 2022
PointDP: Diffusion-driven Purification against Adversarial Attacks on 3D Point Cloud Recognition Jiachen Sun Weili Nie Zhiding Yu Z. Morley Mao Chaowei Xiao DiffM 26 25 0 21 Aug 2022
Point Cloud Attacks in Graph Spectral Domain: When 3D Geometry Meets Graph Signal Processing Daizong Liu Wei Hu Xin Li AAML 3DPC 23 15 0 27 Jul 2022
Explaining Deep Neural Networks for Point Clouds using Gradient-based Visualisations Jawad Tayyub M. Sarmad Nicolas Schonborn 3DPC FAtt 4 5 0 26 Jul 2022
Salient Object Detection for Point Clouds S. Fan Wei-Nan Gao Ge Li 3DPC 22 13 0 25 Jul 2022
Physical-World Optical Adversarial Attacks on 3D Face Recognition Yanjie Li Yiquan Li Xuelong Dai Songtao Guo Bin Xiao AAML 27 28 0 26 May 2022
3D-VFD: A Victim-free Detector against 3D Adversarial Point Clouds Jiahao Zhu Huajun Zhou Zixuan Chen Yi Zhou Xiaohua Xie 3DPC 11 0 0 18 May 2022
OccAM's Laser: Occlusion-based Attribution Maps for 3D Object Detectors on LiDAR Data David Schinagl Georg Krispel Horst Possegger P. Roth Horst Bischof 3DPC 18 16 0 13 Apr 2022
Maximum Entropy Baseline for Integrated Gradients Hanxiao Tan FAtt 16 4 0 12 Apr 2022
Robust Structured Declarative Classifiers for 3D Point Clouds: Defending Adversarial Attacks with Implicit Gradients Kaidong Li Ziming Zhang Cuncong Zhong Guanghui Wang 3DPC 18 25 0 29 Mar 2022
Learning to Censor by Noisy Sampling Ayush Chopra Abhinav Java Abhishek Singh Vivek Sharma Ramesh Raskar 3DPC 8 0 0 23 Mar 2022
Visualizing Global Explanations of Point Cloud DNNs Hanxiao Tan 3DPC 37 7 0 17 Mar 2022
Shape-invariant 3D Adversarial Point Clouds Qidong Huang Xiaoyi Dong Dongdong Chen Hang Zhou Weiming Zhang Nenghai Yu 3DPC 13 67 0 08 Mar 2022
ART-Point: Improving Rotation Robustness of Point Cloud Classifiers via Adversarial Rotation Robin Wang Yibo Yang Dacheng Tao 3DPC 16 18 0 08 Mar 2022
LPF-Defense: 3D Adversarial Defense based on Frequency Analysis Hanieh Naderi Kimia Noorbakhsh Arian Etemadi S. Kasaei AAML 14 12 0 23 Feb 2022
Exploring the Devil in Graph Spectral Domain for 3D Point Cloud Attacks Q. Hu Daizong Liu Wei Hu AAML 3DPC 17 21 0 15 Feb 2022
Dynamics-aware Adversarial Attack of 3D Sparse Convolution Network An Tao Yueqi Duan He-Nan Wang Ziyi Wu Pengliang Ji Haowen Sun Jie Zhou Jiwen Lu 32 1 0 17 Dec 2021
On Adversarial Robustness of Point Cloud Semantic Segmentation Jiacen Xu Zhe Zhou Boyuan Feng Yufei Ding Zhou Li 3DPC AAML 11 2 0 11 Dec 2021
Imperceptible Transfer Attack and Defense on 3D Point Cloud Classification Daizong Liu Wei Hu 3DPC 9 47 0 22 Nov 2021
Generating Unrestricted 3D Adversarial Point Clouds Xuelong Dai Yanjie Li Hua Dai Bin Xiao 3DPC 22 2 0 17 Nov 2021
Interpreting Representation Quality of DNNs for 3D Point Cloud Processing Wen Shen Qihan Ren Dongrui Liu Quanshi Zhang 3DPC 31 17 0 05 Nov 2021
Explainability-Aware One Point Attack for Point Cloud Neural Networks Hanxiao Tan Helena Kotthaus 3DPC AAML 24 11 0 08 Oct 2021
Adversarial Attack by Limited Point Cloud Surface Modifications Atrin Arya Hanieh Naderi S. Kasaei AAML 3DPC 32 4 0 07 Oct 2021
PointManifoldCut: Point-wise Augmentation in the Manifold for Point Clouds Tianfang Zhu Yue Guan A. Li 3DPC 25 1 0 15 Sep 2021
User configurable 3D object regeneration for spatial privacy Arpit Nama Amaya Dharmasiri Kanchana Thilakarathna Albert Zomaya Jaybie A. de Guzman 24 4 0 10 Aug 2021
Surrogate Model-Based Explainability Methods for Point Cloud NNs Hanxiao Tan Helena Kotthaus 3DPC 15 26 0 28 Jul 2021
Local Aggressive Adversarial Attacks on 3D Point Cloud Yiming Sun F. Chen Zhiyu Chen Mingjie Wang 3DPC AAML 13 16 0 19 May 2021
Poisoning MorphNet for Clean-Label Backdoor Attack to Point Clouds Guiyu Tian Wenhao Jiang Wei Liu Yadong Mu 3DPC AAML 6 13 0 11 May 2021
3D Adversarial Attacks Beyond Point Cloud Jinlai Zhang Lyujie Chen Binbin Liu Bojun Ouyang Qizhi Xie Jihong Zhu Weiming Li Yanmei Meng 3DPC 16 38 0 25 Apr 2021
A Backdoor Attack against 3D Point Cloud Classifiers Zhen Xiang David J. Miller Siheng Chen Xi Li G. Kesidis 3DPC AAML 28 76 0 12 Apr 2021
The art of defense: letting networks fool the attacker Jinlai Zhang Lyvjie Chen Binbin Liu Bojun Ouyang Jihong Zhu Minchi Kuang Houqing Wang Yanmei Meng AAML 3DPC 9 15 0 07 Apr 2021
PointBA: Towards Backdoor Attacks in 3D Point Cloud Xinke Li Zhirui Chen Yue Zhao Zekun Tong Yabang Zhao A. Lim Joey Tianyi Zhou 3DPC AAML 60 51 0 30 Mar 2021
PointGuard: Provably Robust 3D Point Cloud Classification Hongbin Liu Jinyuan Jia Neil Zhenqiang Gong 3DPC 6 75 0 04 Mar 2021
PointCutMix: Regularization Strategy for Point Cloud Classification Jinlai Zhang Lvjie Chen Bojun Ouyang Binbin Liu Jihong Zhu Yujing Chen Yanmei Meng Danfeng Wu 3DPC 23 109 0 05 Jan 2021
Learning Category-level Shape Saliency via Deep Implicit Surface Networks Chaozheng Wu Lin Sun Xun Xu K. Jia 3DPC 10 0 0 14 Dec 2020
Geometric Adversarial Attacks and Defenses on 3D Point Clouds Itai Lang Uriel Kotlicki S. Avidan AAML 3DPC 19 17 0 10 Dec 2020
LG-GAN: Label Guided Adversarial Network for Flexible Targeted Attack of Point Cloud-based Deep Networks Hang Zhou Dongdong Chen Jing Liao Weiming Zhang Kejiang Chen Xiaoyi Dong Kunlin Liu G. Hua Nenghai Yu 3DPC 8 99 0 01 Nov 2020
IF-Defense: 3D Adversarial Point Cloud Defense via Implicit Function based Restoration Ziyi Wu Yueqi Duan He-Nan Wang Qingnan Fan Leonidas J. Guibas 3DPC 6 60 0 11 Oct 2020
Minimal Adversarial Examples for Deep Learning on 3D Point Clouds Jaeyeon Kim Binh-Son Hua D. Nguyen Sai-Kit Yeung 3DPC 13 53 0 27 Aug 2020
Physically Realizable Adversarial Examples for LiDAR Object Detection James Tu Mengye Ren S. Manivasagam Ming Liang Binh Yang Richard Du Frank Cheng R. Urtasun 3DPC 20 233 0 01 Apr 2020
PointNetKL: Deep Inference for GICP Covariance Estimation in Bathymetric SLAM Ignacio Torroba Christopher Iliffe Sprague Nils Bore John Folkesson 3DPC 17 16 0 24 Mar 2020
PointLoc: Deep Pose Regressor for LiDAR Point Cloud Localization Wei Wang Bing Wang Peijun Zhao Changhao Chen R. Clark Bo Yang Andrew Markham A. Trigoni 3DPC 25 46 0 05 Mar 2020
On Isometry Robustness of Deep 3D Point Cloud Models under Adversarial Attacks Yue Zhao Yuwei Wu Caihua Chen A. Lim 3DPC 6 69 0 27 Feb 2020
Geometry-Aware Generation of Adversarial Point Clouds Yuxin Wen Jiehong Lin Ke Chen C. L. Philip Chen K. Jia 3DPC 11 24 0 24 Dec 2019
SKD: Keypoint Detection for Point Clouds using Saliency Estimation Georgi Tinchev Adrian Penate-Sanchez Maurice F. Fallon 3DPC 11 2 0 10 Dec 2019
AdvPC: Transferable Adversarial Perturbations on 3D Point Clouds Abdullah Hamdi Sara Rojas Ali K. Thabet Bernard Ghanem AAML 3DPC 20 127 0 01 Dec 2019
Visualizing Point Cloud Classifiers by Curvature Smoothing Ziwen Chen Wenxuan Wu Zhongang Qi Fuxin Li 3DPC 18 5 0 23 Nov 2019
Verifiability and Predictability: Interpreting Utilities of Network Architectures for Point Cloud Processing Wen Shen Zhihua Wei Shikun Huang Binbin Zhang Panyue Chen Ping Zhao Quanshi Zhang 3DPC 19 1 0 20 Nov 2019