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Convex Bounds on the Softmax Function with Applications to Robustness
  Verification

Convex Bounds on the Softmax Function with Applications to Robustness Verification

International Conference on Artificial Intelligence and Statistics (AISTATS), 2023
3 March 2023
Dennis L. Wei
Haoze Wu
Min Wu
Pin-Yu Chen
Clark W. Barrett
E. Farchi
    UQCVAAML
ArXiv (abs)PDFHTMLGithub (620★)

Papers citing "Convex Bounds on the Softmax Function with Applications to Robustness Verification"

9 / 9 papers shown
Rectified SpaAttn: Revisiting Attention Sparsity for Efficient Video Generation
Rectified SpaAttn: Revisiting Attention Sparsity for Efficient Video Generation
Xuewen Liu
Zhikai Li
Jing Zhang
Mengjuan Chen
Qingyi Gu
VGen
186
0
0
25 Nov 2025
Formal Reasoning About Confidence and Automated Verification of Neural Networks
Formal Reasoning About Confidence and Automated Verification of Neural Networks
Mohammad Afzal
S. Akshay
Ashutosh Gupta
Ashutosh Gupta
AAML
108
0
0
10 Nov 2025
Tightening convex relaxations of trained neural networks: a unified approach for convex and S-shaped activations
Tightening convex relaxations of trained neural networks: a unified approach for convex and S-shaped activations
Pablo Carrasco
Gonzalo Muñoz
LLMSV
354
3
0
30 Oct 2024
Achieving the Tightest Relaxation of Sigmoids for Formal Verification
Achieving the Tightest Relaxation of Sigmoids for Formal Verification
Samuel Chevalier
Duncan Starkenburg
Krishnamurthy Dvijotham
292
2
0
20 Aug 2024
Certifying Robustness of Learning-Based Keypoint Detection and Pose
  Estimation Methods
Certifying Robustness of Learning-Based Keypoint Detection and Pose Estimation Methods
Zheqi Lv
Shaoxuan He
Simin Liu
Wenqiao Zhang
Luis Mattei-Mendez
Taylor Loper
Jingyuan Chen
Zhou Zhao
Changliu Liu
3DPC
440
6
0
31 Jul 2024
Certified Robustness to Data Poisoning in Gradient-Based Training
Certified Robustness to Data Poisoning in Gradient-Based Training
Philip Sosnin
Mark N. Müller
Maximilian Baader
Calvin Tsay
Matthew Wicker
AAMLSILM
320
17
0
09 Jun 2024
Neural Network Verification with Branch-and-Bound for General Nonlinearities
Neural Network Verification with Branch-and-Bound for General Nonlinearities
Zhouxing Shi
Qirui Jin
Zico Kolter
Suman Jana
Cho-Jui Hsieh
Huan Zhang
569
42
0
31 May 2024
STR-Cert: Robustness Certification for Deep Text Recognition on Deep
  Learning Pipelines and Vision Transformers
STR-Cert: Robustness Certification for Deep Text Recognition on Deep Learning Pipelines and Vision Transformers
Daqian Shao
Lukas Fesser
Marta Z. Kwiatkowska
244
1
0
28 Nov 2023
On the Robustness of Text Vectorizers
On the Robustness of Text VectorizersInternational Conference on Machine Learning (ICML), 2023
R. Catellier
Samuel Vaiter
Damien Garreau
OOD
172
3
0
09 Mar 2023
1
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