Ensembling Off-the-shelf Models for GAN Training

16 December 2021

Jun-Yan Zhu

Papers citing "Ensembling Off-the-shelf Models for GAN Training"

50 / 71 papers shown

Title
GuideSR: Rethinking Guidance for One-Step High-Fidelity Diffusion-Based Super-Resolution Aditya Arora Z. Tu Y. Wang Ruizheng Bai Jian Wang Sizhuo Ma DiffM 61 0 0 01 May 2025
Efficient Generative Model Training via Embedded Representation Warmup Deyuan Liu Peng Sun Xufeng Li Tao Lin 33 0 0 14 Apr 2025
Style Quantization for Data-Efficient GAN Training Jian Wang Xin Lan Jizhe Zhou Yuxin Tian Jiancheng Lv 34 0 0 31 Mar 2025
Low-Rank Adaptation of Pre-Trained Stable Diffusion for Rigid-Body Target ISAR Imaging Boan Zhang Hang Dong Jiongge Zhang Long Tian Rongrong Wang Zhenhua Wu Xiyang Liu Hongwei Liu 34 0 0 26 Mar 2025
Language-based Image Colorization: A Benchmark and Beyond Y. Li Shuai Yang Jiaying Liu DiffM VLM 51 0 0 19 Mar 2025
Auxiliary Discrminator Sequence Generative Adversarial Networks (ADSeqGAN) for Few Sample Molecule Generation Haocheng Tang Jing Long Junmei Wang GAN 56 0 0 23 Feb 2025
SplatFlow: Multi-View Rectified Flow Model for 3D Gaussian Splatting Synthesis Hyojun Go Byeongjun Park Jiho Jang Jin-Young Kim Soonwoo Kwon Changick Kim 3DGS 113 2 0 25 Nov 2024
HyperGAN-CLIP: A Unified Framework for Domain Adaptation, Image Synthesis and Manipulation Abdul Basit Anees A. Baykal Muhammed Burak Kizil Duygu Ceylan Erkut Erdem Aykut Erdem CLIP 69 1 0 19 Nov 2024
ControLRM: Fast and Controllable 3D Generation via Large Reconstruction Model Hongbin Xu Weitao Chen Zhipeng Zhou Feng Xiao Baigui Sun Mike Zheng Shou Wenxiong Kang 26 2 0 12 Oct 2024
Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think Sihyun Yu Sangkyung Kwak Huiwon Jang Jongheon Jeong Jonathan Huang Jinwoo Shin Saining Xie OCL 70 64 0 09 Oct 2024
Degradation-Guided One-Step Image Super-Resolution with Diffusion Priors Aiping Zhang Zongsheng Yue Renjing Pei Wenqi Ren Xiaochun Cao 36 7 0 25 Sep 2024
Leveraging Estimated Transferability Over Human Intuition for Model Selection in Text Ranking Jun Bai Zhuofan Chen Zhenzi Li Hanhua Hong Jianfei Zhang Chen Li Chenghua Lin Wenge Rong 24 0 0 24 Sep 2024
G3FA: Geometry-guided GAN for Face Animation Alireza Javanmardi A. Pagani Didier Stricker CVBM 3DH 32 2 0 23 Aug 2024
MS $^3$ D: A RG Flow-Based Regularization for GAN Training with Limited Data Jian Wang Xin Lan Yuxin Tian Jiancheng Lv AI4CE 32 1 0 20 Aug 2024
VIMs: Virtual Immunohistochemistry Multiplex staining via Text-to-Stain Diffusion Trained on Uniplex Stains Shikha Dubey Yosep Chong Beatrice S. Knudsen Shireen Elhabian VLM 23 6 0 26 Jul 2024
Leveraging Pre-trained Models for FF-to-FFPE Histopathological Image Translation Qilai Zhang Jiawen Li Peiran Liao Jiali Hu Tian Guan Anjia Han Yonghong He MedIm 14 0 0 26 Jun 2024
Ensembling Diffusion Models via Adaptive Feature Aggregation Cong Wang Kuan Tian Yonghang Guan Jun Zhang Zhiwei Jiang Fei Shen Xiao Han 42 5 0 27 May 2024
Parameter and Data-Efficient Spectral StyleDCGAN Aryan Garg CVBM GAN 27 0 0 31 Mar 2024
CHAIN: Enhancing Generalization in Data-Efficient GANs via lipsCHitz continuity constrAIned Normalization Yao Ni Piotr Koniusz AI4CE GAN 37 1 0 31 Mar 2024
Ultra-High-Resolution Image Synthesis with Pyramid Diffusion Model Jiajie Yang 34 0 0 19 Mar 2024
One-Step Image Translation with Text-to-Image Models Gaurav Parmar Taesung Park Srinivasa Narasimhan Jun-Yan Zhu 37 43 0 18 Mar 2024
LN3Diff: Scalable Latent Neural Fields Diffusion for Speedy 3D Generation Yushi Lan Fangzhou Hong Shuai Yang Shangchen Zhou Xuyi Meng Bo Dai Xingang Pan Chen Change Loy 40 39 0 18 Mar 2024
Taming the Tail in Class-Conditional GANs: Knowledge Sharing via Unconditional Training at Lower Resolutions Saeed Khorram Mingqi Jiang Mohamad Shahbazi Mohamad H. Danesh Li Fuxin GAN 44 1 0 26 Feb 2024
Unlocking Pre-trained Image Backbones for Semantic Image Synthesis Tariq Berrada Jakob Verbeek Camille Couprie Alahari Karteek 34 6 0 20 Dec 2023
How to Determine the Most Powerful Pre-trained Language Model without Brute Force Fine-tuning? An Empirical Survey Jun Bai Xiaofeng Zhang Chen Li Hanhua Hong Xi Xu Chenghua Lin Wenge Rong 31 10 0 08 Dec 2023
Multi Self-supervised Pre-fine-tuned Transformer Fusion for Better Intelligent Transportation Detection Juwu Zheng Jiangtao Ren ViT 19 0 0 17 Oct 2023
AGMDT: Virtual Staining of Renal Histology Images with Adjacency-Guided Multi-Domain Transfer Tao Ma Chao Zhang Min Lu Lin Luo MedIm 17 2 0 12 Sep 2023
On the Biometric Capacity of Generative Face Models Vishnu Naresh Boddeti Gautam Sreekumar Arun Ross CVBM 17 4 0 03 Aug 2023
Image Synthesis under Limited Data: A Survey and Taxonomy Mengping Yang Zhe Wang 28 8 0 31 Jul 2023
A Survey on Generative Modeling with Limited Data, Few Shots, and Zero Shot Milad Abdollahzadeh Touba Malekzadeh Christopher T. H. Teo Keshigeyan Chandrasegaran Guimeng Liu Ngai-man Cheung VLM MedIm 44 21 0 26 Jul 2023
Soft Curriculum for Learning Conditional GANs with Noisy-Labeled and Uncurated Unlabeled Data Kai Katsumata D. Vo Tatsuya Harada Hideki Nakayama 31 0 0 17 Jul 2023
Dynamically Masked Discriminator for Generative Adversarial Networks Wentian Zhang Haozhe Liu Bing Li Jinheng Xie Yawen Huang Yuexiang Li Yefeng Zheng Bernard Ghanem TTA 35 2 0 13 Jun 2023
Controllable Visual-Tactile Synthesis Ruihan Gao Wenzhen Yuan Jun-Yan Zhu DiffM 22 5 0 04 May 2023
Adversarially-Guided Portrait Matting Sergej Chicherin Karen Efremyan 15 3 0 04 May 2023
Revisiting the Evaluation of Image Synthesis with GANs Mengping Yang Ceyuan Yang Yichi Zhang Qingyan Bai Yujun Shen Bo Dai EGVM 29 7 0 04 Apr 2023
KD-DLGAN: Data Limited Image Generation via Knowledge Distillation Kaiwen Cui Yingchen Yu Fangneng Zhan Shengcai Liao Shijian Lu1 Eric P. Xing VLM 43 19 0 30 Mar 2023
BlobGAN-3D: A Spatially-Disentangled 3D-Aware Generative Model for Indoor Scenes Qian Wang Yiqun Wang Michael Birsak Peter Wonka 68 8 0 26 Mar 2023
MagicFusion: Boosting Text-to-Image Generation Performance by Fusing Diffusion Models Jing Zhao Heliang Zheng Chaoyue Wang L. Lan Wenjing Yang VLM 38 17 0 23 Mar 2023
Affordance Diffusion: Synthesizing Hand-Object Interactions Yufei Ye Xueting Li Abhi Gupta Shalini De Mello Stan Birchfield Jiaming Song Shubham Tulsiani Sifei Liu DiffM 32 77 0 21 Mar 2023
Scaling up GANs for Text-to-Image Synthesis Minguk Kang Jun-Yan Zhu Richard Y. Zhang Jaesik Park Eli Shechtman Sylvain Paris Taesung Park 37 439 0 09 Mar 2023
3D generation on ImageNet Ivan Skorokhodov Aliaksandr Siarohin Yinghao Xu Jian Ren Hsin-Ying Lee Peter Wonka Sergey Tulyakov 52 55 0 02 Mar 2023
Domain Expansion of Image Generators Yotam Nitzan Michael Gharbi Richard Y. Zhang Taesung Park Jun-Yan Zhu Daniel Cohen-Or Eli Shechtman 28 16 0 12 Jan 2023
Structure-Guided Image Completion with Image-level and Object-level Semantic Discriminators Haitian Zheng Zhe-nan Lin Jingwan Lu Scott D. Cohen Eli Shechtman ... Jianming Zhang Qing Liu Yuqian Zhou Sohrab Amirghodsi Jiebo Luo DiffM 28 1 0 13 Dec 2022
Multi-Concept Customization of Text-to-Image Diffusion Nupur Kumari Bin Zhang Richard Y. Zhang Eli Shechtman Jun-Yan Zhu 29 823 0 08 Dec 2022
GLeaD: Improving GANs with A Generator-Leading Task Qingyan Bai Ceyuan Yang Yinghao Xu Xihui Liu Yujiu Yang Yujun Shen GAN 20 9 0 07 Dec 2022
Brain Tumor Synthetic Data Generation with Adaptive StyleGANs Usama Tariq Rizwan Qureshi Ana Zafar Danyal Aftab Jia Wu Tanvirul Alam Zubair Shah Hazrat Ali MedIm 16 8 0 04 Dec 2022
Fair Generative Models via Transfer Learning Christopher T. H. Teo Milad Abdollahzadeh Ngai-man Cheung 21 24 0 02 Dec 2022
DigGAN: Discriminator gradIent Gap Regularization for GAN Training with Limited Data Tiantian Fang Ruoyu Sun A. Schwing GAN 22 16 0 27 Nov 2022
FreGAN: Exploiting Frequency Components for Training GANs under Limited Data Mengping Yang Zhe Wang Ziqiu Chi Yanbing Zhang 9 32 0 11 Oct 2022
Content-Based Search for Deep Generative Models Daohan Lu Sheng-Yu Wang Nupur Kumari Rohan Agarwal Mia Tang David Bau Jun-Yan Zhu DiffM SyDa 35 5 0 06 Oct 2022