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Towards Analyzing Semantic Robustness of Deep Neural Networks
v1v2v3v4 (latest)

Towards Analyzing Semantic Robustness of Deep Neural Networks

9 April 2019
Abdullah Hamdi
Guohao Li
    AAML
ArXiv (abs)PDFHTML

Papers citing "Towards Analyzing Semantic Robustness of Deep Neural Networks"

9 / 9 papers shown
AdvDreamer Unveils: Are Vision-Language Models Truly Ready for Real-World 3D Variations?
AdvDreamer Unveils: Are Vision-Language Models Truly Ready for Real-World 3D Variations?
Shouwei Ruan
Hanqin Liu
Yao Huang
Xiaoqi Wang
Caixin Kang
Hang Su
Yinpeng Dong
Xingxing Wei
VGen
772
2
0
04 Dec 2024
Omniview-Tuning: Boosting Viewpoint Invariance of Vision-Language
  Pre-training Models
Omniview-Tuning: Boosting Viewpoint Invariance of Vision-Language Pre-training Models
Shouwei Ruan
Yinpeng Dong
Hanqing Liu
Yao Huang
Hang Su
Xingxing Wei
VLM
379
5
0
18 Apr 2024
Improving Viewpoint Robustness for Visual Recognition via Adversarial
  Training
Improving Viewpoint Robustness for Visual Recognition via Adversarial Training
Shouwei Ruan
Yinpeng Dong
Han Su
Jianteng Peng
Ning Chen
Xingxing Wei
199
8
0
21 Jul 2023
Towards Viewpoint-Invariant Visual Recognition via Adversarial Training
Towards Viewpoint-Invariant Visual Recognition via Adversarial TrainingIEEE International Conference on Computer Vision (ICCV), 2023
Shouwei Ruan
Yinpeng Dong
Han Su
Jianteng Peng
Ning Chen
Xingxing Wei
OOD
288
20
0
16 Jul 2023
3DB: A Framework for Debugging Computer Vision Models
3DB: A Framework for Debugging Computer Vision ModelsNeural Information Processing Systems (NeurIPS), 2021
Guillaume Leclerc
Hadi Salman
Andrew Ilyas
Sai H. Vemprala
Logan Engstrom
...
Pengchuan Zhang
Shibani Santurkar
Greg Yang
Ashish Kapoor
Aleksander Madry
262
44
0
07 Jun 2021
DeepCert: Verification of Contextually Relevant Robustness for Neural
  Network Image Classifiers
DeepCert: Verification of Contextually Relevant Robustness for Neural Network Image ClassifiersInternational Conference on Computer Safety, Reliability, and Security (SAFECOMP), 2021
Colin Paterson
Haoze Wu
John M. Grese
R. Calinescu
C. Păsăreanu
Clark W. Barrett
AAML
210
27
0
02 Mar 2021
MVTN: Multi-View Transformation Network for 3D Shape Recognition
MVTN: Multi-View Transformation Network for 3D Shape RecognitionIEEE International Conference on Computer Vision (ICCV), 2020
Abdullah Hamdi
Silvio Giancola
Guohao Li
3DV3DPC
555
275
0
26 Nov 2020
AdvPC: Transferable Adversarial Perturbations on 3D Point Clouds
AdvPC: Transferable Adversarial Perturbations on 3D Point CloudsEuropean Conference on Computer Vision (ECCV), 2019
Abdullah Hamdi
Sara Rojas
Ali K. Thabet
Guohao Li
AAML3DPC
384
166
0
01 Dec 2019
SADA: Semantic Adversarial Diagnostic Attacks for Autonomous
  Applications
SADA: Semantic Adversarial Diagnostic Attacks for Autonomous Applications
Abdullah Hamdi
Matthias Muller
Guohao Li
AAML
295
29
0
05 Dec 2018
1
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