On the Units of GANs (Extended Abstract)

On the Units of GANs (Extended Abstract)

29 January 2019

Jun-Yan Zhu

Hendrik Strobelt

William T. Freeman

Antonio Torralba

Papers citing "On the Units of GANs (Extended Abstract)"

10 / 10 papers shown

Title
Demystifying What Code Summarization Models Learned Yu Wang Ke Wang 17 0 0 04 Mar 2023
IA-FaceS: A Bidirectional Method for Semantic Face Editing Wenjing Huang Shikui Tu Lei Xu CVBM 43 16 0 24 Mar 2022
What do End-to-End Speech Models Learn about Speaker, Language and Channel Information? A Layer-wise and Neuron-level Analysis Shammur A. Chowdhury Nadir Durrani Ahmed M. Ali 44 12 0 01 Jul 2021
Demystifying Contrastive Self-Supervised Learning: Invariances, Augmentations and Dataset Biases Senthil Purushwalkam Abhinav Gupta SSL 31 213 0 28 Jul 2020
Co-occurrence Based Texture Synthesis Anna Darzi Itai Lang Ashutosh Taklikar Hadar Averbuch-Elor S. Avidan 3DV OOD 14 6 0 17 May 2020
Under the Hood of Neural Networks: Characterizing Learned Representations by Functional Neuron Populations and Network Ablations Richard Meyes Constantin Waubert de Puiseau Andres Felipe Posada-Moreno Tobias Meisen AI4CE 30 21 0 02 Apr 2020
Explaining Deep Neural Networks and Beyond: A Review of Methods and Applications Wojciech Samek G. Montavon Sebastian Lapuschkin Christopher J. Anders K. Müller XAI 51 82 0 17 Mar 2020
Generalization in Generative Adversarial Networks: A Novel Perspective from Privacy Protection Bingzhe Wu Shiwan Zhao Chaochao Chen Haoyang Xu Li Wang Xiaolu Zhang Guangyu Sun Jun Zhou 30 45 0 21 Aug 2019
Interpreting Adversarial Examples by Activation Promotion and Suppression Kaidi Xu Sijia Liu Gaoyuan Zhang Mengshu Sun Pu Zhao Quanfu Fan Chuang Gan X. Lin AAML FAtt 29 43 0 03 Apr 2019
Aesthetics of Neural Network Art Aaron Hertzmann GAN 9 15 0 13 Mar 2019