Autoinverse: Uncertainty Aware Inversion of Neural Networks

Autoinverse: Uncertainty Aware Inversion of Neural Networks

29 August 2022

Hans-Peter Seidel

Nima Vahidi Ferdowsi

Papers citing "Autoinverse: Uncertainty Aware Inversion of Neural Networks"

13 / 13 papers shown

Title
Network Inversion for Generating Confidently Classified Counterfeits Pirzada Suhail Amit Sethi 71 0 0 26 Mar 2025
Uncertainty separation via ensemble quantile regression Navid Ansari Hans-Peter Seidel Vahid Babaei UD UQCV 78 0 0 18 Dec 2024
Network Inversion and Its Applications Pirzada Suhail Hao Tang Amit Sethi AAML 65 0 0 26 Nov 2024
Network Inversion for Training-Like Data Reconstruction Pirzada Suhail Amit Sethi FedML 24 0 0 22 Oct 2024
Network Inversion of Convolutional Neural Nets Pirzada Suhail Amit Sethi 42 1 0 25 Jul 2024
TrustMol: Trustworthy Inverse Molecular Design via Alignment with Molecular Dynamics Kevin Tirta Wijaya Navid Ansari Hans-Peter Seidel Vahid Babaei 29 0 0 26 Feb 2024
Compositional Generative Inverse Design Tailin Wu Takashi Maruyama Long Wei Tao Zhang Yilun Du Gianluca Iaccarino J. Leskovec DiffM AI4CE 28 6 0 24 Jan 2024
Zero Grads: Learning Local Surrogate Losses for Non-Differentiable Graphics Michael Fischer Tobias Ritschel 27 2 0 10 Aug 2023
Large-Batch, Iteration-Efficient Neural Bayesian Design Optimization Navid Ansari Hans-Peter Seidel Vahid Babaei 19 2 0 01 Jun 2023
UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time Series Patrick Ebel Vivien Sainte Fare Garnot M. Schmitt Jan Dirk Wegner Xiao Xiang Zhu 20 32 0 11 Apr 2023
Mixed Integer Neural Inverse Design Navid Ansari Hans-Peter Seidel Vahid Babaei 16 5 0 27 Sep 2021
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,661 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,138 0 06 Jun 2015