Generative Fields: Uncovering Hierarchical Feature Control for StyleGAN via Inverted Receptive Fields

24 April 2025

Papers citing "Generative Fields: Uncovering Hierarchical Feature Control for StyleGAN via Inverted Receptive Fields"

22 / 22 papers shown

Title
StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation Zongze Wu Dani Lischinski Eli Shechtman DRL 120 483 0 25 Nov 2020
Training Generative Adversarial Networks with Limited Data Tero Karras M. Aittala Janne Hellsten S. Laine J. Lehtinen Timo Aila GAN 170 1,890 0 11 Jun 2020
Disentangled and Controllable Face Image Generation via 3D Imitative-Contrastive Learning Yu Deng Jiaolong Yang Dong Chen Fang Wen Xin Tong CoGe CVBM 59 348 0 24 Apr 2020
On the Role of Receptive Field in Unsupervised Sim-to-Real Image Translation Nikita Jaipuria Shubh Gupta P. Narayanan Vidya N. Murali GAN 47 4 0 25 Jan 2020
Normalizing Flows for Probabilistic Modeling and Inference George Papamakarios Eric T. Nalisnick Danilo Jimenez Rezende S. Mohamed Balaji Lakshminarayanan TPM AI4CE 211 1,717 0 05 Dec 2019
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 323 5,829 0 03 Dec 2019
Controllable Text-to-Image Generation Bowen Li Xiaojuan Qi Thomas Lukasiewicz Philip Torr GAN 86 357 0 16 Sep 2019
Demystifying Inter-Class Disentanglement Aviv Gabbay Yedid Hoshen DRL 41 56 0 27 Jun 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 619 10,595 0 12 Dec 2018
A Spectral Regularizer for Unsupervised Disentanglement Aditya A. Ramesh Youngduck Choi Yann LeCun DRL 85 42 0 04 Dec 2018
YOLOv3: An Incremental Improvement Joseph Redmon Ali Farhadi ObjD 130 21,488 0 08 Apr 2018
Face Alignment in Full Pose Range: A 3D Total Solution Xiangyu Zhu Xiaoming Liu Zhen Lei Stan Z. Li CVBM 3DV 87 767 0 02 Apr 2018
S $^3$ FD: Single Shot Scale-invariant Face Detector Shifeng Zhang Xiangyu Zhu Zhen Lei Hailin Shi Xiaobo Wang Stan Z. Li CVBM 74 609 0 17 Aug 2017
FaceBoxes: A CPU Real-time Face Detector with High Accuracy Shifeng Zhang Xiangyu Zhu Zhen Lei Hailin Shi Xiaobo Wang Stan Z. Li CVBM ObjD 92 272 0 17 Aug 2017
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization Xun Huang Serge J. Belongie OOD 181 4,372 0 20 Mar 2017
Towards Principled Methods for Training Generative Adversarial Networks Martín Arjovsky M. Nault GAN 83 2,112 0 17 Jan 2017
Conditional Image Generation with PixelCNN Decoders Aaron van den Oord Nal Kalchbrenner Oriol Vinyals L. Espeholt Alex Graves Koray Kavukcuoglu VLM 214 2,519 0 16 Jun 2016
InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets Xi Chen Yan Duan Rein Houthooft John Schulman Ilya Sutskever Pieter Abbeel GAN 161 4,238 0 12 Jun 2016
Multi-Scale Context Aggregation by Dilated Convolutions Feng Yu V. Koltun SSeg 271 8,459 0 23 Nov 2015
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 273 14,027 0 19 Nov 2015
Fast R-CNN Ross B. Girshick ObjD 312 25,087 0 30 Apr 2015
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 595 15,904 0 12 Nov 2013