Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

50 / 4,102 papers shown

Title
AdvGen: Physical Adversarial Attack on Face Presentation Attack Detection Systems Sai Amrit Patnaik Shivali Chansoriya Anil K. Jain A. Namboodiri AAML GAN 82 0 0 20 Nov 2023
A Generative Model for Accelerated Inverse Modelling Using a Novel Embedding for Continuous Variables Sébastien Bompas Stefan Sandfeld AI4CE 50 1 0 19 Nov 2023
Quality and Quantity: Unveiling a Million High-Quality Images for Text-to-Image Synthesis in Fashion Design Jia Yu Lichao Zhang Zijie Chen Fayu Pan MiaoMiao Wen Yuming Yan Fangsheng Weng Shuai Zhang Lili Pan Zhenzhong Lan 77 1 0 19 Nov 2023
Compact and Intuitive Airfoil Parameterization Method through Physics-aware Variational Autoencoder Yu-Eop Kang Dawoon Lee K. Yee 58 0 0 18 Nov 2023
Emu Video: Factorizing Text-to-Video Generation by Explicit Image Conditioning Rohit Girdhar Mannat Singh Andrew Brown Quentin Duval S. Azadi Sai Saketh Rambhatla Akbar Shah Xi Yin Devi Parikh Ishan Misra DiffM VGen 126 209 0 17 Nov 2023
Text-to-Sticker: Style Tailoring Latent Diffusion Models for Human Expression Animesh Sinha Bo Sun Anmol Kalia Arantxa Casanova Elliot Blanchard ... Ankit Ramchandani Maziar Sanjabi Sonal Gupta Amy Bearman Dhruv Mahajan DiffM 69 4 0 17 Nov 2023
Advancements in Generative AI: A Comprehensive Review of GANs, GPT, Autoencoders, Diffusion Model, and Transformers Staphord Bengesi Hoda El-Sayed Md Kamruzzaman Sarker Yao Houkpati John Irungu T. Oladunni 122 93 0 17 Nov 2023
The Perception-Robustness Tradeoff in Deterministic Image Restoration Guy Ohayon T. Michaeli Michael Elad AAML 78 7 0 14 Nov 2023
ARTEMIS: Using GANs with Multiple Discriminators to Generate Art James Baker 45 1 0 14 Nov 2023
Matching aggregate posteriors in the variational autoencoder Surojit Saha Sarang Joshi Ross T. Whitaker DRL 61 4 0 13 Nov 2023
How to Do Machine Learning with Small Data? -- A Review from an Industrial Perspective I. Kraljevski Yong Chul Ju Dmitrij Ivanov Constanze Tschope M. Wolff AI4CE 70 4 0 13 Nov 2023
The Impact of Generative Artificial Intelligence Kai Zhang Ohchan Kwon Hui Xiong 18 8 0 13 Nov 2023
BanglaBait: Semi-Supervised Adversarial Approach for Clickbait Detection on Bangla Clickbait Dataset Motahar Mahtab Monirul Haque Mehedi Hasan Farig Sadeque 51 1 0 10 Nov 2023
Diffusion-Generative Multi-Fidelity Learning for Physical Simulation Zheng Wang Shibo Li Shikai Fang Shandian Zhe DiffM AI4CE 46 2 0 09 Nov 2023
L-WaveBlock: A Novel Feature Extractor Leveraging Wavelets for Generative Adversarial Networks Mirat Shah Vansh Jain Anmol Chokshi Guruprasad Parasnis Pramod J. Bide 116 0 0 09 Nov 2023
Image-Based Virtual Try-On: A Survey Dan Song Xuanpu Zhang Juan Zhou Weizhi Nie Ruofeng Tong Mohan Kankanhalli Anan Liu 125 16 0 08 Nov 2023
Improved DDIM Sampling with Moment Matching Gaussian Mixtures Prasad Gabbur DiffM 50 1 0 08 Nov 2023
Holistic Evaluation of Text-To-Image Models Tony Lee Michihiro Yasunaga Chenlin Meng Yifan Mai Joon Sung Park ... Jun-Yan Zhu Fei-Fei Li Jiajun Wu Stefano Ermon Percy Liang 236 139 0 07 Nov 2023
Proceedings of the 5th International Workshop on Reading Music Systems Jorge Calvo-Zaragoza Alexander Pacha Elona Shatri 43 0 0 07 Nov 2023
MeVGAN: GAN-based Plugin Model for Video Generation with Applications in Colonoscopy Lukasz Struski Tomasz Urbañczyk Krzysztof Bucki Bartłomiej Cupiał Aneta Kaczyńska Przemysław Spurek Jacek Tabor MedIm GAN 59 1 0 07 Nov 2023
Reducing Spatial Fitting Error in Distillation of Denoising Diffusion Models Shengzhe Zhou Zejian Lee Sheng Zhang Lefan Hou Changyuan Yang Guang Yang Zhiyuan Yang Lingyun Sun DiffM 64 0 0 07 Nov 2023
Watermarks in the Sand: Impossibility of Strong Watermarking for Generative Models Hanlin Zhang Benjamin L. Edelman Danilo Francati Daniele Venturi G. Ateniese Boaz Barak WaLM 263 64 0 07 Nov 2023
Signal Processing Meets SGD: From Momentum to Filter Zhipeng Yao Guisong Chang Jiaqi Zhang Qi Zhang Dazhou Li Yu Zhang ODL 105 0 0 06 Nov 2023
PRISM: Progressive Restoration for Scene Graph-based Image Manipulation Pavel Jahoda Azade Farshad Yousef Yeganeh Ehsan Adeli Nassir Navab DiffM 32 2 0 03 Nov 2023
Latent Diffusion Model for Conditional Reservoir Facies Generation Daesoo Lee O. Ovanger J. Eidsvik Erlend Aune J. Skauvold R. Hauge DiffM 54 7 0 03 Nov 2023
Expanding Expressiveness of Diffusion Models with Limited Data via Self-Distillation based Fine-Tuning Jiwan Hur Jaehyun Choi Gyojin Han Dong-Jae Lee Junmo Kim 87 5 0 02 Nov 2023
A Chronological Survey of Theoretical Advancements in Generative Adversarial Networks for Computer Vision Hrishikesh Sharma AI4CE EGVM 45 1 0 02 Nov 2023
POS: A Prompts Optimization Suite for Augmenting Text-to-Video Generation Shijie Ma Huayi Xu Mengjian Li Weidong Geng Yaxiong Wang Meng Wang DiffM VGen 44 0 0 02 Nov 2023
Are These the Same Apple? Comparing Images Based on Object Intrinsics Klemen Kotar Stephen Tian Hong-Xing Yu Daniel L. K. Yamins Jiajun Wu 83 7 0 01 Nov 2023
TPSeNCE: Towards Artifact-Free Realistic Rain Generation for Deraining and Object Detection in Rain Shen Zheng Chan Lu S. Narasimhan DiffM 76 6 0 01 Nov 2023
Flooding Regularization for Stable Training of Generative Adversarial Networks Iu Yahiro Takashi Ishida Naoto Yokoya GAN AI4CE 36 0 0 01 Nov 2023
Conditional Unscented Autoencoders for Trajectory Prediction Faris Janjos Marcel Hallgarten Anthony Knittel Maxim Dolgov Andreas Zell J. Marius Zöllner 82 7 0 30 Oct 2023
The SVHN Dataset Is Deceptive for Probabilistic Generative Models Due to a Distribution Mismatch Tim Z. Xiao Johannes Zenn Robert Bamler 34 0 0 30 Oct 2023
Refining Diffusion Planner for Reliable Behavior Synthesis by Automatic Detection of Infeasible Plans Kyowoon Lee Seongun Kim Jaesik Choi DiffM 81 11 0 30 Oct 2023
EDiffSR: An Efficient Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution Yi Xiao Qiangqiang Yuan Kui Jiang Jiang He Xianyu Jin Liangpei Zhang DiffM 86 127 0 30 Oct 2023
IMPRESS: Evaluating the Resilience of Imperceptible Perturbations Against Unauthorized Data Usage in Diffusion-Based Generative AI Bochuan Cao Changjiang Li Ting Wang Jinyuan Jia Bo Li Jinghui Chen DiffM 72 22 0 30 Oct 2023
Addressing GAN Training Instabilities via Tunable Classification Losses Monica Welfert Gowtham R. Kurri Kyle Otstot Lalitha Sankar 67 13 0 27 Oct 2023
Adversarial Anomaly Detection using Gaussian Priors and Nonlinear Anomaly Scores Fiete Lüer Tobias Weber Maxim Dolgich Christian Böhm 53 1 0 27 Oct 2023
Optimal Guarantees for Algorithmic Reproducibility and Gradient Complexity in Convex Optimization Liang Zhang Junchi Yang Amin Karbasi Niao He 88 2 0 26 Oct 2023
Generative Fractional Diffusion Models Gabriel Nobis Maximilian Springenberg Marco Aversa Michael Detzel Rembert Daems ... Tolga Birdal Manfred Opper Christoph Knochenhauer Luis Oala Wojciech Samek DiffM 76 6 0 26 Oct 2023
AntifakePrompt: Prompt-Tuned Vision-Language Models are Fake Image Detectors You-Ming Chang Chen Yeh Wei-Chen Chiu Ning Yu VPVLM VLM 154 30 0 26 Oct 2023
CADS: Unleashing the Diversity of Diffusion Models through Condition-Annealed Sampling Seyedmorteza Sadat Jakob Buhmann Derek Bradley Otmar Hilliges Romann M. Weber DiffM 127 52 0 26 Oct 2023
Learning Robust Deep Visual Representations from EEG Brain Recordings Prajwal Singh Dwip Dalal Gautam Vashishtha KrishnaP Miyapuram Shanmuganathan Raman 89 22 0 25 Oct 2023
Data Optimization in Deep Learning: A Survey Ou Wu Rujing Yao 111 2 0 25 Oct 2023
Anatomically-aware Uncertainty for Semi-supervised Image Segmentation V. SukeshAdiga Jose Dolz H. Lombaert UQCV 80 26 0 24 Oct 2023
ESVAE: An Efficient Spiking Variational Autoencoder with Reparameterizable Poisson Spiking Sampling Qiugang Zhan Xiurui Xie Guisong Liu Malu Zhang DRL BDL DiffM 78 3 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 62 16 0 22 Oct 2023
Improved Techniques for Training Consistency Models Yang Song Prafulla Dhariwal 85 182 0 22 Oct 2023
Exponential weight averaging as damped harmonic motion J. Patsenker Henry Li Y. Kluger 50 0 0 20 Oct 2023
Stable Nonconvex-Nonconcave Training via Linear Interpolation Thomas Pethick Wanyun Xie Volkan Cevher 66 6 0 20 Oct 2023