Generative Adversarial Networks: An Overview

19 October 2017

Anil A Bharath

Papers citing "Generative Adversarial Networks: An Overview"

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Title
SurvTimeSurvival: Survival Analysis On The Patient With Multiple Visits/Records Le Hung Eng-Jon Ong Miroslaw Bober 29 1 0 16 Nov 2023
Neural Network Methods for Radiation Detectors and Imaging S. Lin S. Ning H. Zhu T. Zhou C. L. Morris S. Clayton M. Cherukara R. T. Chen Z. Wang AI4CE 26 5 0 09 Nov 2023
BrainNetDiff: Generative AI Empowers Brain Network Generation via Multimodal Diffusion Model Yongcheng Zong Shuqiang Wang MedIm DiffM 25 0 0 09 Nov 2023
Disentangled Representation Learning with Transmitted Information Bottleneck Zhuohang Dang Minnan Luo Chengyou Jia Guangwen Dai Jihong Wang Xiao Chang Jingdong Wang Qinghua Zheng 37 4 0 03 Nov 2023
A Chronological Survey of Theoretical Advancements in Generative Adversarial Networks for Computer Vision Hrishikesh Sharma AI4CE EGVM 13 1 0 02 Nov 2023
A Review and Roadmap of Deep Causal Model from Different Causal Structures and Representations Hang Chen Keqing Du Chenguang Li Xinyu Yang 49 2 0 02 Nov 2023
JEN-1 Composer: A Unified Framework for High-Fidelity Multi-Track Music Generation Yao Yao Peike Li Boyu Chen Alex Wang DiffM 32 9 0 29 Oct 2023
Customizing 360-Degree Panoramas through Text-to-Image Diffusion Models Hai Wang Xiaoyu Xiang Yuchen Fan Jing-Hao Xue 93 26 0 28 Oct 2023
RePoseDM: Recurrent Pose Alignment and Gradient Guidance for Pose Guided Image Synthesis Anant Khandelwal DiffM 11 0 0 24 Oct 2023
DeepVox and SAVE-CT: a contrast- and dose-independent 3D deep learning approach for thoracic aorta segmentation and aneurysm prediction using computed tomography scans Matheus del-Valle Lariza Laura de Oliveira Henrique Cursino Vieira Henrique Min Ho Lee Lucas Lembrança Pinheiro M. F. Portugal Newton Shydeo Brandão Miyoshi Nelson Wolosker 16 0 0 23 Oct 2023
Dual-path convolutional neural network using micro-FTIR imaging to predict breast cancer subtypes and biomarkers levels: estrogen receptor, progesterone receptor, HER2 and Ki67 Matheus del-Valle E. Bernardes D. Zezell 23 0 0 23 Oct 2023
Diffusion-Model-Assisted Supervised Learning of Generative Models for Density Estimation Yanfang Liu Minglei Yang Zezhong Zhang Feng Bao Yanzhao Cao Guannan Zhang 19 15 0 22 Oct 2023
DIG-MILP: a Deep Instance Generator for Mixed-Integer Linear Programming with Feasibility Guarantee Haoyu Wang Jialin Liu Xiaohan Chen Xinshang Wang Pan Li Wotao Yin 34 3 0 20 Oct 2023
A Surrogate-Assisted Extended Generative Adversarial Network for Parameter Optimization in Free-Form Metasurface Design Manna Dai Yang Jiang Fengxia Yang Joyjit Chattoraj Yingzhi Xia Xinxing Xu Weijiang Zhao M. Dao Yong Liu GAN 31 2 0 18 Oct 2023
A High Fidelity and Low Complexity Neural Audio Coding Wenzhe Liu Wei Xiao Meng Wang Shan Yang Yupeng Shi Yuyong Kang Dan Su Shidong Shang Dong Yu 22 2 0 17 Oct 2023
Neural Diffusion Models Grigory Bartosh Dmitry Vetrov C. A. Naesseth DiffM 24 6 0 12 Oct 2023
An improved CTGAN for data processing method of imbalanced disk failure Jingbo Jia Peng Wu Hussain Dawood GAN 31 0 0 10 Oct 2023
Advancing Pose-Guided Image Synthesis with Progressive Conditional Diffusion Models Fei Shen Hu Ye Jun Zhang Cong Wang Xiao Han Wei Yang DiffM 45 56 0 10 Oct 2023
Generative ensemble deep learning severe weather prediction from a deterministic convection-allowing model Yingkai Sha R. Sobash David John Gagne 19 0 0 09 Oct 2023
Physics-aware Machine Learning Revolutionizes Scientific Paradigm for Machine Learning and Process-based Hydrology Qingsong Xu Yilei Shi Jonathan Bamber Ye Tuo Ralf Ludwig Xiao Xiang Zhu AI4CE 20 10 0 08 Oct 2023
VoiceExtender: Short-utterance Text-independent Speaker Verification with Guided Diffusion Model Yayun He Zuheng Kang Jianzong Wang Junqing Peng Jing Xiao DiffM 14 2 0 07 Oct 2023
Subsurface Characterization using Ensemble-based Approaches with Deep Generative Models Jichao Bao H. Yoon Jonghyun Lee 12 0 0 02 Oct 2023
Latent Noise Segmentation: How Neural Noise Leads to the Emergence of Segmentation and Grouping Vincent Mallet Zhengqing Wu M. Ovsjanikov 21 5 0 28 Sep 2023
FG-NeRF: Flow-GAN based Probabilistic Neural Radiance Field for Independence-Assumption-Free Uncertainty Estimation Songlin Wei Jiazhao Zhang Yang Wang Ruben Verborgh Hao Su He Wang AI4CE 20 3 0 28 Sep 2023
Frugal Satellite Image Change Detection with Deep-Net Inversion H. Sahbi Sebastien Deschamps 29 0 0 26 Sep 2023
On quantifying and improving realism of images generated with diffusion Yunzhu Chen Naveed Akhtar Nur Al Hasan Haldar Ajmal Saeed Mian 22 4 0 26 Sep 2023
Hierarchical Imitation Learning for Stochastic Environments Maximilian Igl Punit Shah Paul Mougin S. Srinivasan Tarun Gupta Brandyn White K. Shiarlis Shimon Whiteson OOD 24 2 0 25 Sep 2023
How to train your VAE Mariano Rivera DRL 13 1 0 22 Sep 2023
Steganography for Neural Radiance Fields by Backdooring Weina Dong Jia-Wei Liu Yan Ke Lifeng Chen Wenquan Sun Xiaozhong Pan 43 5 0 19 Sep 2023
Unsupervised Learning via Network-Aware Embeddings Anne Sophie Riis Damstrup Sofie Tosti Madsen Michele Coscia SSL 35 0 0 19 Sep 2023
Deep conditional generative models for longitudinal single-slice abdominal computed tomography harmonization Xin Yu Qi Yang Yucheng Tang Riqiang Gao Shunxing Bao ... Ho Hin Lee Yuankai Huo A. Moore Luigi Ferrucci Bennett A. Landman 21 2 0 17 Sep 2023
From Knowing to Doing: Learning Diverse Motor Skills through Instruction Learning Linqi Ye Jiayi Li Yi Cheng Xianhao Wang Bin Liang Yan Peng 16 7 0 17 Sep 2023
Towards Artificial General Intelligence (AGI) in the Internet of Things (IoT): Opportunities and Challenges Fei Dou Jin Ye Geng Yuan Qin Lu Wei Niu ... Hongyue Sun Yunli Shao Changying Li Tianming Liu Wenzhan Song AI4CE 37 29 0 14 Sep 2023
DF-TransFusion: Multimodal Deepfake Detection via Lip-Audio Cross-Attention and Facial Self-Attention Aaditya Kharel Manas Paranjape Aniket Bera 34 3 0 12 Sep 2023
TCGAN: Convolutional Generative Adversarial Network for Time Series Classification and Clustering F. Huang Yangdong Deng GAN AI4TS 25 1 0 09 Sep 2023
DiffusionEngine: Diffusion Model is Scalable Data Engine for Object Detection Manlin Zhang Jie Wu Yuxi Ren Ming Li Jie Qin Xuefeng Xiao Wei Liu Rui Wang Min Zheng Andy J. Ma DiffM 33 20 0 07 Sep 2023
NADiffuSE: Noise-aware Diffusion-based Model for Speech Enhancement Wen Wang Dongchao Yang Qichen Ye Bowen Cao Yuexian Zou DiffM 37 3 0 03 Sep 2023
Generative Model for Models: Rapid DNN Customization for Diverse Tasks and Resource Constraints Wenxing Xu Yuanchun Li Jiacheng Liu Yiyou Sun Zhengyang Cao Yixuan Li Hao Wen Yunxin Liu 25 0 0 29 Aug 2023
Bi-Modality Medical Image Synthesis Using Semi-Supervised Sequential Generative Adversarial Networks Xin Yang Yi Lin Zhiwei Wang Xin Li K. Cheng GAN MedIm 13 48 0 27 Aug 2023
Arbitrary Distributions Mapping via SyMOT-Flow: A Flow-based Approach Integrating Maximum Mean Discrepancy and Optimal Transport Zhe Xiong Qiaoqiao Ding Xiaoqun Zhang OOD 13 0 0 26 Aug 2023
A Comparison of Adversarial Learning Techniques for Malware Detection Pavla Louthánová M. Kozák M. Jureček Mark Stamp AAML 27 2 0 19 Aug 2023
Diffusion Models for Image Restoration and Enhancement -- A Comprehensive Survey Xin Li Yulin Ren Xin Jin Cuiling Lan X. Wang Wenjun Zeng Xinchao Wang Zhibo Chen 43 86 0 18 Aug 2023
Edit Temporal-Consistent Videos with Image Diffusion Model Yuan-Zheng Wang Yong Li Xiaoya Zhang Xin Liu Anbo Dai Antoni B. Chan Zhen Cui DiffM 33 6 0 17 Aug 2023
MoCLIM: Towards Accurate Cancer Subtyping via Multi-Omics Contrastive Learning with Omics-Inference Modeling Ziwei Yang Zhengjun Chen Yasuko Matsubara Yasushi Sakurai 19 2 0 17 Aug 2023
S3IM: Stochastic Structural SIMilarity and Its Unreasonable Effectiveness for Neural Fields Zeke Xie Xindi Yang Yujie Yang Qingyan Sun Yi Jiang Haoran Wang Yunfeng Cai Mingming Sun 29 33 0 14 Aug 2023
CDR: Conservative Doubly Robust Learning for Debiased Recommendation Zijie Song Jiawei Chen Sheng Zhou Qihao Shi Yan Feng Chun-Yen Chen C. Wang 33 17 0 13 Aug 2023
White-box Membership Inference Attacks against Diffusion Models Yan Pang Tianhao Wang Xu Kang Mengdi Huai Yang Zhang AAML DiffM 46 22 0 11 Aug 2023
JEN-1: Text-Guided Universal Music Generation with Omnidirectional Diffusion Models Peike Li Bo-Yu Chen Yao Yao Yikai Wang Allen Wang Alex Jinpeng Wang MGen VLM DiffM 67 37 0 09 Aug 2023
Deep Learning-based Prediction of Stress and Strain Maps in Arterial Walls for Improved Cardiovascular Risk Assessment Yasin Shokrollahi Pengfei Dong Xianqi Li Linxia Gu MedIm 19 3 0 03 Aug 2023
Unsupervised Representation Learning for Time Series: A Review Qianwen Meng Hangwei Qian Yong Liu Yonghui Xu Zhiqi Shen Li-zhen Cui AI4TS 30 17 0 03 Aug 2023