Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

50 / 4,102 papers shown

Title
A Simple and Effective Baseline for Attentional Generative Adversarial Networks Mingyu Jin Chong Zhang Qinkai Yu Haochen Xue Xiaobo Jin Xi Yang GAN 67 1 0 26 Jun 2023
Procedural content generation of puzzle games using conditional generative adversarial networks Andreas Hald J. Hansen J. Kristensen Paolo Burelli GAN 73 14 0 26 Jun 2023
Penalty Gradient Normalization for Generative Adversarial Networks Tian Xia GAN 62 1 0 23 Jun 2023
DiffInfinite: Large Mask-Image Synthesis via Parallel Random Patch Diffusion in Histopathology Marco Aversa Gabriel Nobis Miriam Hagele Kai Standvoss Mihaela Chirica ... D. Ivanova Wojciech Samek Frederick Klauschen B. Sanguinetti Luis Oala MedIm 100 23 0 23 Jun 2023
Synthetic data shuffling accelerates the convergence of federated learning under data heterogeneity Yue Liu Yasin Esfandiari Mikkel N. Schmidt T. S. Alstrøm Sebastian U. Stich FedML 65 3 0 23 Jun 2023
Semi-Implicit Denoising Diffusion Models (SIDDMs) Yanwu Xu Min Gong Shaoan Xie Wei Wei Matthias Grundmann Kayhan Batmanghelich Tingbo Hou DiffM 69 14 0 21 Jun 2023
Stabilizing GANs' Training with Brownian Motion Controller Tianjiao Luo Ziyu Zhu Jianfei Chen Jun Zhu 73 4 0 18 Jun 2023
Towards exploring adversarial learning for anomaly detection in complex driving scenes Nouran Habib Yunsu Cho Abhishek Buragohain Andreas Rausch AAML 37 2 0 17 Jun 2023
CLIP2Protect: Protecting Facial Privacy using Text-Guided Makeup via Adversarial Latent Search Fahad Shamshad Muzammal Naseer Karthik Nandakumar AAML PICV 102 28 0 16 Jun 2023
Understanding Deep Generative Models with Generalized Empirical Likelihoods Suman V. Ravuri Mélanie Rey S. Mohamed M. Deisenroth VLM 72 5 0 16 Jun 2023
Emergent Asymmetry of Precision and Recall for Measuring Fidelity and Diversity of Generative Models in High Dimensions Mahyar Khayatkhoei Wael AbdAlmageed 66 4 0 16 Jun 2023
Improving Path Planning Performance through Multimodal Generative Models with Local Critics Jorge Ocampo Jimenez Wael Suleiman 53 3 0 15 Jun 2023
Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis Xiaoshi Wu Yiming Hao Keqiang Sun Yixiong Chen Feng Zhu Rui Zhao Hongsheng Li 138 316 0 15 Jun 2023
Fast Training of Diffusion Models with Masked Transformers Hongkai Zheng Weili Nie Arash Vahdat Anima Anandkumar DiffM 113 73 0 15 Jun 2023
On the Robustness of Latent Diffusion Models Jianping Zhang Zhuoer Xu Shiwen Cui Changhua Meng Weibin Wu Michael R. Lyu AAML 82 20 0 14 Jun 2023
Data Augmentation for Seizure Prediction with Generative Diffusion Model Kai Shu Yuchang Zhao Le Wu Aiping Liu Ruobing Qian Xun Chen DiffM 73 13 0 14 Jun 2023
OT-Net: A Reusable Neural Optimal Transport Solver Zezeng Li Shenghao Li Lianbao Jin Na Lei Zhongxuan Luo OT 85 4 0 14 Jun 2023
Dynamically Masked Discriminator for Generative Adversarial Networks Wentian Zhang Haozhe Liu Bing Li Jinheng Xie Yawen Huang Yuexiang Li Yefeng Zheng Guohao Li TTA 85 2 0 13 Jun 2023
TopP&R: Robust Support Estimation Approach for Evaluating Fidelity and Diversity in Generative Models Pum Jun Kim Yoojin Jang Jisu Kim Jaejun Yoo EGVM 120 9 0 13 Jun 2023
VillanDiffusion: A Unified Backdoor Attack Framework for Diffusion Models Sheng-Yen Chou Pin-Yu Chen Tsung-Yi Ho DiffM 104 56 0 12 Jun 2023
Computational Flash Photography through Intrinsics Sepideh Sarajian Maralan Chris Careaga Yagiz Aksoy 64 1 0 09 Jun 2023
A brief review of contrastive learning applied to astrophysics M. Huertas-Company R. Sarmiento J. Knapen 76 9 0 08 Jun 2023
ADDP: Learning General Representations for Image Recognition and Generation with Alternating Denoising Diffusion Process Changyao Tian Chenxin Tao Jifeng Dai Hao Li Ziheng Li Lewei Lu Xiaogang Wang Hongsheng Li Gao Huang Xizhou Zhu DiffM 104 10 0 08 Jun 2023
AGIQA-3K: An Open Database for AI-Generated Image Quality Assessment Chunyi Li Zicheng Zhang Haoning Wu Wei Sun Xiongkuo Min Xiaohong Liu Guangtao Zhai Weisi Lin EGVM 82 124 0 07 Jun 2023
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models G. Stein Jesse C. Cresswell Rasa Hosseinzadeh Yi Sui Brendan Leigh Ross Valentin Villecroze Zhaoyan Liu Anthony L. Caterini J. E. T. Taylor Gabriel Loaiza-Ganem EGVM 151 108 0 07 Jun 2023
Towards Visual Foundational Models of Physical Scenes Chethan Parameshwara Alessandro Achille Matthew Trager Xiaolong Li Jiawei Mo ... A. Swaminathan C. Taylor D. Venkatraman Xiaohan Fei Stefano Soatto DiffM 60 4 0 06 Jun 2023
On the Difference of BERT-style and CLIP-style Text Encoders Zhihong Chen Guiming Hardy Chen Shizhe Diao Xiang Wan Benyou Wang VLM 67 19 0 06 Jun 2023
An Open Patch Generator based Fingerprint Presentation Attack Detection using Generative Adversarial Network Anuj Rai Ashutosh Anshul A. Jha Prayag Jain R. Sharma S. Dey 49 5 0 06 Jun 2023
Intellectual Property Protection of Diffusion Models via the Watermark Diffusion Process Sen Peng Yufei Chen Cong Wang Xiaohua Jia WIGM 77 12 0 06 Jun 2023
Semantically-Prompted Language Models Improve Visual Descriptions Michael Ogezi B. Hauer Grzegorz Kondrak VLM 53 0 0 05 Jun 2023
Deep Optimal Transport: A Practical Algorithm for Photo-realistic Image Restoration Theo Adrai Guy Ohayon T. Michaeli Michael Elad DiffM 52 14 0 04 Jun 2023
Temporal Dynamic Quantization for Diffusion Models Junhyuk So Jungwon Lee Daehyun Ahn Hyungjun Kim Eunhyeok Park DiffM MQ 108 66 0 04 Jun 2023
Table and Image Generation for Investigating Knowledge of Entities in Pre-trained Vision and Language Models Hidetaka Kamigaito Katsuhiko Hayashi Taro Watanabe VLM 63 1 0 03 Jun 2023
GAT-GAN : A Graph-Attention-based Time-Series Generative Adversarial Network Srikrishna Iyer Teck-Hou Teng AI4TS 49 1 0 03 Jun 2023
Lifting Architectural Constraints of Injective Flows Peter Sorrenson Felix Dräxler Armand Rousselot Sander Hummerich Leandro Zimmerman Ullrich Kothe TPM AI4CE 104 10 0 02 Jun 2023
StyleGAN knows Normal, Depth, Albedo, and More Anand Bhattad Daniel McKee Derek Hoiem David A. Forsyth GAN 67 36 0 01 Jun 2023
UniDiff: Advancing Vision-Language Models with Generative and Discriminative Learning Xiao Dong Runhu Huang Xiaoyong Wei Zequn Jie Jianxing Yu Jian Yin Xiaodan Liang VLM DiffM 67 1 0 01 Jun 2023
Wuerstchen: An Efficient Architecture for Large-Scale Text-to-Image Diffusion Models Pablo Pernias Dominic Rampas Mats L. Richter Christopher Pal Marc Aubreville DiffM VLM 111 45 0 01 Jun 2023
Towards Interactive Image Inpainting via Sketch Refinement Chang-Shu Liu Shunxin Xu Jialun Peng Kaiwen Zhang Dong Liu 97 3 0 01 Jun 2023
Addressing Negative Transfer in Diffusion Models Hyojun Go Jinyoung Kim Yunsung Lee Seunghyun Lee Shinhyeok Oh Hyeongdon Moon Seungtaek Choi DiffM VLM 127 26 0 01 Jun 2023
Building Manufacturing Deep Learning Models with Minimal and Imbalanced Training Data Using Domain Adaptation and Data Augmentation A. Li Elisa Bertino Rih-Teng Wu Ting Wu 76 5 0 31 May 2023
F?D: On understanding the role of deep feature spaces on face generation evaluation Krish Kabra Guha Balakrishnan EGVM CVBM 76 0 0 31 May 2023
Crowdsourcing subjective annotations using pairwise comparisons reduces bias and error compared to the majority-vote method Hasti Narimanzadeh Arash Badie-Modiri Iuliia Smirnova T. H. Chen 89 14 0 31 May 2023
Spontaneous Symmetry Breaking in Generative Diffusion Models G. Raya L. Ambrogioni DiffM 92 37 0 31 May 2023
Synthetic CT Generation from MRI using 3D Transformer-based Denoising Diffusion Model Shaoyan Pan E. Abouei Jacob F. Wynne Tonghe Wang Richard L. J. Qiu ... J. Roper P. Patel D. Yu H. Mao Xiaofeng Yang DiffM MedIm 89 72 0 31 May 2023
Translation-Enhanced Multilingual Text-to-Image Generation Yaoyiran Li Ching-Yun Chang Stephen Rawls Ivan Vulić Anna Korhonen 57 8 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 66 10 0 30 May 2023
BRICS: Bi-level feature Representation of Image CollectionS Dingdong Yang Yizhi Wang Ali Mahdavi-Amiri Hao Zhang DiffM 103 0 0 29 May 2023
Diff-Instruct: A Universal Approach for Transferring Knowledge From Pre-trained Diffusion Models Weijian Luo Tianyang Hu Shifeng Zhang Jiacheng Sun Zhenguo Li Zhihua Zhang 124 137 0 29 May 2023
Cognitively Inspired Cross-Modal Data Generation Using Diffusion Models Zizhao Hu Mohammad Rostami DiffM 21 1 0 28 May 2023