Unrolled Generative Adversarial Networks

7 November 2016

Luke Metz

Ben Poole

David Pfau

Jascha Narain Sohl-Dickstein

GAN

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Papers citing "Unrolled Generative Adversarial Networks"

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Title
Probabilistic Unrolling: Scalable, Inverse-Free Maximum Likelihood Estimation for Latent Gaussian Models Alexander Lin Bahareh Tolooshams Yves Atchadé Demba E. Ba 36 1 0 05 Jun 2023
PanoGen: Text-Conditioned Panoramic Environment Generation for Vision-and-Language Navigation Jialu Li Joey Tianyi Zhou DiffM 31 49 0 30 May 2023
Precision-Recall Divergence Optimization for Generative Modeling with GANs and Normalizing Flows Alexandre Verine Benjamin Négrevergne Muni Sreenivas Pydi Y. Chevaleyre 32 10 0 30 May 2023
A Comprehensive Overview and Comparative Analysis on Deep Learning Models: CNN, RNN, LSTM, GRU Farhad Shiri Thinagaran Perumal N. Mustapha Raihani Mohamed AILaw SyDa ELM AI4TS 42 129 0 27 May 2023
The Representation Jensen-Shannon Divergence J. Hoyos-Osorio Santiago Posso-Murillo L. S. Giraldo 40 6 0 25 May 2023
Unifying GANs and Score-Based Diffusion as Generative Particle Models Jean-Yves Franceschi Mike Gartrell Ludovic Dos Santos Thibaut Issenhuth Emmanuel de Bezenac Mickaël Chen A. Rakotomamonjy DiffM 18 20 0 25 May 2023
Latent Imitator: Generating Natural Individual Discriminatory Instances for Black-Box Fairness Testing Yisong Xiao Aishan Liu Tianlin Li Xianglong Liu 22 26 0 19 May 2023
Binary Latent Diffusion Ze Wang Jiang Wang Zicheng Liu Qiang Qiu 29 13 0 10 Apr 2023
Forget-Me-Not: Learning to Forget in Text-to-Image Diffusion Models Eric Zhang Kai Wang Xingqian Xu Zhangyang Wang Humphrey Shi DiffM 46 173 0 30 Mar 2023
A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT Yihan Cao Siyu Li Yixin Liu Zhiling Yan Yutong Dai Philip S. Yu Lichao Sun 29 506 0 07 Mar 2023
Achieving Hierarchy-Free Approximation for Bilevel Programs With Equilibrium Constraints Jiayang Li J. Yu Boyi Liu Zhaoran Wang Y. Nie 35 6 0 20 Feb 2023
Qualitative Data Augmentation for Performance Prediction in VLSI circuits Prashast Srivastava Priyesh Kumar Zia Abbas 10 1 0 15 Feb 2023
CDPMSR: Conditional Diffusion Probabilistic Models for Single Image Super-Resolution Axi Niu Kang Zhang T. Pham Jinqiu Sun Yu Zhu In So Kweon Yanning Zhang DiffM 13 20 0 14 Feb 2023
Hierarchical Optimization-Derived Learning Risheng Liu Xuan Liu Shangzhi Zeng Jin Zhang Yixuan Zhang 25 3 0 11 Feb 2023
Uncoupled Learning of Differential Stackelberg Equilibria with Commitments R. Loftin M. Çelikok H. V. Hoof Samuel Kaski F. Oliehoek 32 1 0 07 Feb 2023
MonoFlow: Rethinking Divergence GANs via the Perspective of Wasserstein Gradient Flows Mingxuan Yi Zhanxing Zhu Song Liu GAN 26 13 0 02 Feb 2023
Neural Architecture Search: Insights from 1000 Papers Colin White Mahmoud Safari R. Sukthanker Binxin Ru T. Elsken Arber Zela Debadeepta Dey Frank Hutter 3DV AI4CE 34 130 0 20 Jan 2023
Exemplars and Counterexemplars Explanations for Image Classifiers, Targeting Skin Lesion Labeling C. Metta Riccardo Guidotti Yuan Yin Patrick Gallinari S. Rinzivillo MedIm 17 11 0 18 Jan 2023
Deep Learning from Parametrically Generated Virtual Buildings for Real-World Object Recognition Mohammad Alawadhi Wei Yan 3DPC 6 1 0 03 Jan 2023
OrthoGAN:High-Precision Image Generation for Teeth Orthodontic Visualization Feihong Shen Jingjing Liu Hai-Zhen Li B. Fang Chenglong Ma Jinxiang Hao Yang Feng Youyi Zheng Youyi Zheng MedIm DiffM 52 0 0 29 Dec 2022
Hybrid Quantum Generative Adversarial Networks for Molecular Simulation and Drug Discovery Prateek Jain Srinjoy Ganguly GAN AI4CE 26 7 0 15 Dec 2022
CLIPVG: Text-Guided Image Manipulation Using Differentiable Vector Graphics Yiren Song Xuning Shao Kang Chen Weidong Zhang Minzhe Li Zhongliang Jing CLIP VLM 27 22 0 05 Dec 2022
Distribution Fitting for Combating Mode Collapse in Generative Adversarial Networks Yanxiang Gong Zhiwei Xie Guozhen Duan Z. Ma M. Xie GAN OffRL 21 3 0 03 Dec 2022
ViewNet: Unsupervised Viewpoint Estimation from Conditional Generation Octave Mariotti Oisin Mac Aodha Hakan Bilen 26 8 0 01 Dec 2022
CHIMLE: Conditional Hierarchical IMLE for Multimodal Conditional Image Synthesis Shichong Peng Alireza Moazeni Ke Li DiffM 25 2 0 25 Nov 2022
How to train your draGAN: A task oriented solution to imbalanced classification Leon O. Guertler Andri Ashfahani A. Luu DiffM SyDa 27 1 0 18 Nov 2022
Artificial intelligence approaches for materials-by-design of energetic materials: state-of-the-art, challenges, and future directions Joseph B. Choi Phong C. H. Nguyen O. Sen H. Udaykumar Stephen Seung-Yeob Baek PINN AI4CE 23 11 0 15 Nov 2022
Shared Loss between Generators of GANs Xin Wang GAN 26 0 0 14 Nov 2022
TW-BAG: Tensor-wise Brain-aware Gate Network for Inpainting Disrupted Diffusion Tensor Imaging Zihao Tang Xinyi Wang Lihaowen Zhu Mariano Cabezas Dongnan Liu Michael Barnett Weidong (Tom) Cai Chengyu Wang DiffM MedIm 29 5 0 31 Oct 2022
Federated clustering with GAN-based data synthesis Jie Yan Jing Liu Jianpeng Qi Zhonghan Zhang FedML 31 7 0 29 Oct 2022
Recursive Reasoning in Minimax Games: A Level $k$ Gradient Play Method Zichuan Liu Lacra Pavel LRM 29 2 0 29 Oct 2022
Efficient Hair Style Transfer with Generative Adversarial Networks Muhammed Pektas Baris Gecer Aybars Uğur 3DH 24 1 0 22 Oct 2022
Improved Normalizing Flow-Based Speech Enhancement using an All-pole Gammatone Filterbank for Conditional Input Representation Martin Strauss Matteo Torcoli B. Edler 21 4 0 21 Oct 2022
STay-ON-the-Ridge: Guaranteed Convergence to Local Minimax Equilibrium in Nonconvex-Nonconcave Games C. Daskalakis Noah Golowich Stratis Skoulakis Manolis Zampetakis 14 6 0 18 Oct 2022
DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models Shansan Gong Mukai Li Jiangtao Feng Zhiyong Wu Lingpeng Kong 33 305 0 17 Oct 2022
Sequential Neural Score Estimation: Likelihood-Free Inference with Conditional Score Based Diffusion Models Louis Sharrock J. Simons Song Liu Mark Beaumont DiffM 61 33 0 10 Oct 2022
The Vendi Score: A Diversity Evaluation Metric for Machine Learning Dan Friedman Adji Bousso Dieng EGVM 94 109 0 05 Oct 2022
The Curse of Unrolling: Rate of Differentiating Through Optimization Damien Scieur Quentin Bertrand Gauthier Gidel Fabian Pedregosa 36 11 0 27 Sep 2022
MIDMs: Matching Interleaved Diffusion Models for Exemplar-based Image Translation Junyoung Seo Gyuseong Lee Seokju Cho Jiyoung Lee Seung Wook Kim DiffM 25 27 0 22 Sep 2022
Differentiable Bilevel Programming for Stackelberg Congestion Games Jiayang Li J. Yu Qianni Wang Boyi Liu Zhaoran Wang Y. Nie 31 13 0 15 Sep 2022
Generating Synthetic Clinical Data that Capture Class Imbalanced Distributions with Generative Adversarial Networks: Example using Antiretroviral Therapy for HIV N. Kuo Federico Garcia Anders Sönnerborg Maurizio Zazzi Michael Böhm Rolf Kaiser Mark Polizzotto Louisa R Jorm S. Barbieri GAN 35 27 0 18 Aug 2022
Theseus: A Library for Differentiable Nonlinear Optimization Luis Pineda Taosha Fan Maurizio Monge S. Venkataraman Paloma Sodhi ... Austin S. Wang Stuart Anderson Jing Dong Brandon Amos Mustafa Mukadam 24 76 0 19 Jul 2022
Can Push-forward Generative Models Fit Multimodal Distributions? Antoine Salmona Valentin De Bortoli J. Delon A. Desolneux DiffM 29 36 0 29 Jun 2022
LED: Latent Variable-based Estimation of Density Omri Ben-Dov Pravir Singh Gupta Victoria Fernandez-Abrevaya Michael J. Black Partha Ghosh GAN DRL 19 0 0 23 Jun 2022
StudioGAN: A Taxonomy and Benchmark of GANs for Image Synthesis Minguk Kang Joonghyuk Shin Jaesik Park EGVM 16 67 0 19 Jun 2022
Modeling Image Composition for Complex Scene Generation Zuopeng Yang Daqing Liu Chaoyue Wang J. Yang Dacheng Tao ViT 36 50 0 02 Jun 2022
Competitive Gradient Optimization Abhijeet Vyas Kamyar Azizzadenesheli 4 1 0 27 May 2022
Revisiting GANs by Best-Response Constraint: Perspective, Methodology, and Application Risheng Liu Jiaxin Gao Xuan Liu Xin-Yue Fan 34 4 0 20 May 2022
BBDM: Image-to-image Translation with Brownian Bridge Diffusion Models Bo Li Kaitao Xue Bin Liu Yunyu Lai DiffM 146 135 0 16 May 2022
A Unified f-divergence Framework Generalizing VAE and GAN Jaime Roquero Gimenez James Y. Zou 13 2 0 11 May 2022