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xAI-GAN: Enhancing Generative Adversarial Networks via Explainable AI
  Systems
v1v2v3 (latest)

xAI-GAN: Enhancing Generative Adversarial Networks via Explainable AI Systems

24 February 2020
Vineel Nagisetty
Laura Graves
Joseph Scott
Vijay Ganesh
    GANDRL
ArXiv (abs)PDFHTML

Papers citing "xAI-GAN: Enhancing Generative Adversarial Networks via Explainable AI Systems"

16 / 16 papers shown
Relevance-driven Input Dropout: an Explanation-guided Regularization Technique
Relevance-driven Input Dropout: an Explanation-guided Regularization Technique
Shreyas Gururaj
Lars Grüne
Wojciech Samek
Sebastian Lapuschkin
Leander Weber
450
1
0
27 May 2025
What's Wrong with Your Synthetic Tabular Data? Using Explainable AI to Evaluate Generative Models
What's Wrong with Your Synthetic Tabular Data? Using Explainable AI to Evaluate Generative Models
Jan Kapar
Niklas Koenen
Martin Jullum
368
1
0
29 Apr 2025
An Interpretable Neural Control Network with Adaptable Online Learning for Sample Efficient Robot Locomotion Learning
An Interpretable Neural Control Network with Adaptable Online Learning for Sample Efficient Robot Locomotion LearningIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2025
Arthicha Srisuchinnawong
Poramate Manoonpong
224
3
0
18 Jan 2025
XMOL: Explainable Multi-property Optimization of Molecules
XMOL: Explainable Multi-property Optimization of Molecules
Aye Phyu Phyu Aung
Jay Chaudhary
Ji Wei Yoon
Senthilnath Jayavelu
215
1
0
12 Sep 2024
VidModEx: Interpretable and Efficient Black Box Model Extraction for
  High-Dimensional Spaces
VidModEx: Interpretable and Efficient Black Box Model Extraction for High-Dimensional Spaces
Somnath Sendhil Kumar
Yuvaraj Govindarajulu
Pavan Kulkarni
Manojkumar Somabhai Parmar
FAtt
252
1
0
04 Aug 2024
XEdgeAI: A Human-centered Industrial Inspection Framework with
  Data-centric Explainable Edge AI Approach
XEdgeAI: A Human-centered Industrial Inspection Framework with Data-centric Explainable Edge AI Approach
Truong Thanh Hung Nguyen
Phuc Truong Loc Nguyen
Hung Cao
410
21
0
16 Jul 2024
Applications of Explainable artificial intelligence in Earth system
  science
Applications of Explainable artificial intelligence in Earth system science
Feini Huang
Shijie Jiang
Lu Li
Yongkun Zhang
Ye Zhang
Ruqing Zhang
Qingliang Li
Danxi Li
Wei Shangguan
Yongjiu Dai
284
8
0
12 Jun 2024
Explaining the Implicit Neural Canvas: Connecting Pixels to Neurons by
  Tracing their Contributions
Explaining the Implicit Neural Canvas: Connecting Pixels to Neurons by Tracing their Contributions
Namitha Padmanabhan
M. Gwilliam
Pulkit Kumar
Shishira R. Maiya
Max Ehrlich
Abhinav Shrivastava
387
5
1
18 Jan 2024
Editable Stain Transformation Of Histological Images Using Unpaired GANs
Editable Stain Transformation Of Histological Images Using Unpaired GANs
Tibor Sloboda
L. Hudec
Wanda Benesova
MedIm
285
4
0
06 Dec 2023
Refining Diffusion Planner for Reliable Behavior Synthesis by Automatic
  Detection of Infeasible Plans
Refining Diffusion Planner for Reliable Behavior Synthesis by Automatic Detection of Infeasible PlansNeural Information Processing Systems (NeurIPS), 2023
Kyowoon Lee
Seongun Kim
Jaesik Choi
DiffM
330
23
0
30 Oct 2023
xAI-CycleGAN, a Cycle-Consistent Generative Assistive Network
xAI-CycleGAN, a Cycle-Consistent Generative Assistive NetworkInternational Conference on Virtual Storytelling (ICVS), 2023
Tibor Sloboda
L. Hudec
Wanda Benesova
GAN
257
2
0
27 Jun 2023
A Survey on Explainable Artificial Intelligence for Cybersecurity
A Survey on Explainable Artificial Intelligence for CybersecurityIEEE Transactions on Network and Service Management (TNSM), 2023
Gaith Rjoub
Jamal Bentahar
Omar Abdel Wahab
R. Mizouni
Alyssa Song
Robin Cohen
Hadi Otrok
Azzam Mourad
382
76
0
07 Mar 2023
Counterfactual Edits for Generative Evaluation
Counterfactual Edits for Generative Evaluation
Maria Lymperaiou
Giorgos Filandrianos
Konstantinos Thomas
Giorgos Stamou
EGVM
285
1
0
02 Mar 2023
Beyond Explaining: Opportunities and Challenges of XAI-Based Model
  Improvement
Beyond Explaining: Opportunities and Challenges of XAI-Based Model ImprovementInformation Fusion (Inf. Fusion), 2022
Leander Weber
Sebastian Lapuschkin
Alexander Binder
Wojciech Samek
303
133
0
15 Mar 2022
Applications of Explainable AI for 6G: Technical Aspects, Use Cases, and
  Research Challenges
Applications of Explainable AI for 6G: Technical Aspects, Use Cases, and Research Challenges
Shen Wang
M. Qureshi
Luis Miralles-Pechuán
Thien Huynh-The
Thippa Reddy Gadekallu
Madhusanka Liyanage
284
36
0
09 Dec 2021
Generative Adversarial Networks and Adversarial Autoencoders: Tutorial
  and Survey
Generative Adversarial Networks and Adversarial Autoencoders: Tutorial and Survey
Benyamin Ghojogh
A. Ghodsi
Fakhri Karray
Mark Crowley
GAN
328
19
0
26 Nov 2021
1
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