Large Scale GAN Training for High Fidelity Natural Image Synthesis

28 September 2018

Papers citing "Large Scale GAN Training for High Fidelity Natural Image Synthesis"

50 / 1,252 papers shown

Title
Synthesizing Forestry Images Conditioned on Plant Phenotype Using a Generative Adversarial Network Debasmita Pal Arun Ross GAN 92 1 0 17 Jan 2025
TextureCrop: Enhancing Synthetic Image Detection through Texture-based Cropping Despina Konstantinidou C. Koutlis Symeon Papadopoulos 84 2 0 17 Jan 2025
Geometric Distortion Guided Transformer for Omnidirectional Image Super-Resolution Cuixin Yang Rongkang Dong Jun Xiao Cong Zhang Kin-Man Lam Fei Zhou Guoping Qiu 97 1 0 17 Jan 2025
Generative Modelling with High-Order Langevin Dynamics Ziqiang Shi Rujie Liu DiffM 64 2 0 03 Jan 2025
Realistic Noise Synthesis with Diffusion Models Qi Wu Mingyan Han Ting Jiang Chengzhi Jiang B. Zeng Man Jiang Haoqiang Fan Shuaicheng Liu DiffM 97 1 0 03 Jan 2025
Taming Feed-forward Reconstruction Models as Latent Encoders for 3D Generative Models Suttisak Wizadwongsa Jinfan Zhou Edward Li Jeong Joon Park 3DV 70 0 0 31 Dec 2024
Parallelized Autoregressive Visual Generation Yuanda Wang Shuhuai Ren Zhijie Lin Yujin Han Haoyuan Guo Zhenheng Yang Difan Zou Jiashi Feng Xihui Liu VGen 95 12 0 19 Dec 2024
Next Patch Prediction for Autoregressive Visual Generation Yatian Pang Peng Jin Shuo Yang Bin Lin Bin Zhu ... Liuhan Chen Francis E. H. Tay Ser-Nam Lim Harry Yang Li Yuan 139 9 0 19 Dec 2024
DiMSUM: Diffusion Mamba -- A Scalable and Unified Spatial-Frequency Method for Image Generation Hao Phung Quan Dao T. Dao Hoang Phan Dimitris Metaxas Anh Tran Mamba 70 4 0 06 Nov 2024
On Improved Conditioning Mechanisms and Pre-training Strategies for Diffusion Models Tariq Berrada Ifriqi Pietro Astolfi Melissa Hall Reyhane Askari Hemmat Yohann Benchetrit ... Matthew Muckley Karteek Alahari Adriana Romero Soriano Jakob Verbeek M. Drozdzal AI4CE VLM 78 2 0 05 Nov 2024
Parallel Backpropagation for Inverse of a Convolution with Application to Normalizing Flows Sandeep Nagar Girish Varma TPM 31 0 0 18 Oct 2024
Stabilize the Latent Space for Image Autoregressive Modeling: A Unified Perspective Yongxin Zhu Bing Li Hang Zhang Xin Li Linli Xu Lidong Bing DiffM 44 9 0 16 Oct 2024
Examining the Prevalence and Dynamics of AI-Generated Media in Art Subreddits Hana Matatov Marianne Aubin Le Quere Ofra Amir Mor Naaman 25 1 0 09 Oct 2024
Denoising with a Joint-Embedding Predictive Architecture Dengsheng Chen Jie Hu Xiaoming Wei Enhua Wu DiffM 54 2 0 02 Oct 2024
Advancing Video Quality Assessment for AIGC Xinli Yue Jianhui Sun Han Kong Liangchao Yao Tianyi Wang ... Jing Lv Fan Xia Yuetang Deng Qian Wang Lingchen Zhao VGen EGVM 33 0 0 23 Sep 2024
Global-Local Distillation Network-Based Audio-Visual Speaker Tracking with Incomplete Modalities Yidi Li Yihan Li Yixin Guo Bin Ren Zhenhuan Xu Hao Guo Hong Liu N. Sebe 49 0 0 26 Aug 2024
Scalable Autoregressive Image Generation with Mamba Haopeng Li Jinyue Yang Kexin Wang Xuerui Qiu Yuhong Chou Xin Li Guoqi Li Mamba 63 13 0 22 Aug 2024
Understanding Generative AI Content with Embedding Models Max Vargas Reilly Cannon A. Engel Anand D. Sarwate Tony Chiang 62 3 0 19 Aug 2024
Improving Synthetic Image Detection Towards Generalization: An Image Transformation Perspective Ouxiang Li Jiayin Cai Y. Hao Xiaolong Jiang Yao Hu Fuli Feng AAML 37 8 0 13 Aug 2024
The Quest for Early Detection of Retinal Disease: 3D CycleGAN-based Translation of Optical Coherence Tomography into Confocal Microscopy Xin Tian Nantheera Anantrasirichai Lindsay B. Nicholson A. Achim 29 1 0 07 Aug 2024
Vulnerabilities in AI-generated Image Detection: The Challenge of Adversarial Attacks Yunfeng Diao Na Zhai Changtao Miao Xun Yang Meng Wang Xun Yang Meng Wang AAML 50 1 0 30 Jul 2024
Assessing Sample Quality via the Latent Space of Generative Models Jingyi Xu Hieu M. Le Dimitris Samaras MedIm 48 2 0 21 Jul 2024
Mobius: A High Efficient Spatial-Temporal Parallel Training Paradigm for Text-to-Video Generation Task Yiran Yang Jinchao Zhang Ying Deng Jie Zhou DiffM 36 0 0 09 Jul 2024
Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based Models Sangwoong Yoon Himchan Hwang Dohyun Kwon Yung-Kyun Noh Frank C. Park 44 3 0 30 Jun 2024
A Sanity Check for AI-generated Image Detection Shilin Yan Ouxiang Li Jiayin Cai Y. Hao Xiaolong Jiang Yao Hu Weidi Xie VLM 72 22 0 27 Jun 2024
GIM: A Million-scale Benchmark for Generative Image Manipulation Detection and Localization Yuxiao Chen Xiaolin Huang Quan Zhang Wei Li Mingjian Zhu ... Hanting Chen Hailin Hu J. Yang Wen Liu Jie Hu EGVM 61 1 0 24 Jun 2024
Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Peize Sun Yi Jiang Shoufa Chen Shilong Zhang Bingyue Peng Ping Luo Zehuan Yuan VLM 68 230 0 10 Jun 2024
Data Augmentation in Earth Observation: A Diffusion Model Approach Tiago Sousa B. Ries N. Guelfi DiffM 47 2 0 10 Jun 2024
AttnDreamBooth: Towards Text-Aligned Personalized Text-to-Image Generation Lianyu Pang Jian Yin Baoquan Zhao Feize Wu Fu Lee Wang Qing Li Xudong Mao DiffM 56 1 0 07 Jun 2024
Efficient 3D-Aware Facial Image Editing via Attribute-Specific Prompt Learning Amandeep Kumar Muhammad Awais Sanath Narayan Hisham Cholakkal Salman Khan Rao Muhammad Anwer 48 0 0 06 Jun 2024
Shedding Light on Large Generative Networks: Estimating Epistemic Uncertainty in Diffusion Models Lucas Berry Axel Brando David Meger 34 6 0 05 Jun 2024
AI-Face: A Million-Scale Demographically Annotated AI-Generated Face Dataset and Fairness Benchmark Li Lin Santosh Xin Eric Wang Shu Hu Shu Hu EGVM 86 11 0 02 Jun 2024
Improving the Training of Rectified Flows Sangyun Lee Zinan Lin Giulia Fanti 53 20 0 30 May 2024
RIGID: A Training-free and Model-Agnostic Framework for Robust AI-Generated Image Detection Zhiyuan He Pin-Yu Chen Tsung-Yi Ho 49 12 0 30 May 2024
Principled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors Zihui Wu Yu Sun Yifan Chen Bingliang Zhang Yisong Yue Katherine Bouman DiffM 39 22 0 29 May 2024
Glauber Generative Model: Discrete Diffusion Models via Binary Classification Harshit Varma Dheeraj M. Nagaraj Karthikeyan Shanmugam VLM 75 2 0 27 May 2024
Diffusion Bridge AutoEncoders for Unsupervised Representation Learning Yeongmin Kim Kwanghyeon Lee Minsang Park Byeonghu Na Il-Chul Moon DiffM 49 2 0 27 May 2024
MCGAN: Enhancing GAN Training with Regression-Based Generator Loss Baoren Xiao Hao Ni Weixin Yang GAN 60 0 0 27 May 2024
A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training Kai Wang Yukun Zhou Mingjia Shi Zhihang Yuan Yuzhang Shang Yuzhang Shang Hanwang Zhang Hanwang Zhang Yang You 73 10 0 27 May 2024
KiNETGAN: Enabling Distributed Network Intrusion Detection through Knowledge-Infused Synthetic Data Generation Anantaa Kotal Brandon Luton Anupam Joshi 48 1 0 26 May 2024
TerDiT: Ternary Diffusion Models with Transformers Xudong Lu Aojun Zhou Ziyi Lin Qi Liu Yuhui Xu Renrui Zhang Yafei Wen Shuai Ren Peng Gao Junchi Yan MQ 55 2 0 23 May 2024
Evolving Storytelling: Benchmarks and Methods for New Character Customization with Diffusion Models Xiyu Wang Yufei Wang Satoshi Tsutsui Weisi Lin Bihan Wen Alex C. Kot 52 4 0 20 May 2024
Training-free Subject-Enhanced Attention Guidance for Compositional Text-to-image Generation Shengyuan Liu Bo Wang Ye Ma Te Yang Xipeng Cao Quan Chen Han Li Di Dong Peng Jiang EGVM 46 2 0 11 May 2024
Deep MMD Gradient Flow without adversarial training Alexandre Galashov Valentin De Bortoli Arthur Gretton DiffM 45 8 0 10 May 2024
Distilling Diffusion Models into Conditional GANs Minguk Kang Richard Zhang Connelly Barnes Sylvain Paris Suha Kwak Jaesik Park Eli Shechtman Jun-Yan Zhu Taesung Park 48 37 0 09 May 2024
StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation Yupeng Zhou Daquan Zhou Ming-Ming Cheng Jiashi Feng Qibin Hou DiffM VGen 49 90 0 02 May 2024
TwinDiffusion: Enhancing Coherence and Efficiency in Panoramic Image Generation with Diffusion Models Teng Zhou Yongchuan Tang DiffM 50 2 0 30 Apr 2024
SynCellFactory: Generative Data Augmentation for Cell Tracking Moritz Sturm Lorenzo Cerrone Fred A. Hamprecht 41 3 0 25 Apr 2024
CharacterFactory: Sampling Consistent Characters with GANs for Diffusion Models Qinghe Wang Baolu Li Xiaomin Li Bing Cao Liqian Ma Huchuan Lu Xu Jia DiffM 49 6 0 24 Apr 2024
LASER: Tuning-Free LLM-Driven Attention Control for Efficient Text-conditioned Image-to-Animation Haoyu Zheng Wenqiao Zhang Yaoke Wang Hao Zhou Jiang Liu Juncheng Li Zheqi Lv Siliang Tang Yueting Zhuang Yueting Zhuang 49 1 0 21 Apr 2024