Rethinking FID: Towards a Better Evaluation Metric for Image Generation

30 November 2023

Sanjiv Kumar

Papers citing "Rethinking FID: Towards a Better Evaluation Metric for Image Generation"

26 / 26 papers shown

Title
Noise-Consistent Siamese-Diffusion for Medical Image Synthesis and Segmentation Kunpeng Qiu Zhiqiang Gao Zhiying Zhou Mingjie Sun Yongxin Guo MedIm 31 0 0 09 May 2025
Deep learning of personalized priors from past MRI scans enables fast, quality-enhanced point-of-care MRI with low-cost systems Tal Oved Beatrice Lena Chloé F. Najac Sheng Shen Matthew S. Rosen Andrew Webb Efrat Shimron MedIm 24 0 0 05 May 2025
Masked Language Prompting for Generative Data Augmentation in Few-shot Fashion Style Recognition Yuki Hirakawa Ryotaro Shimizu 41 0 0 28 Apr 2025
ForgetMe: Evaluating Selective Forgetting in Generative Models Zhenyu Yu Mohd Yamani Inda Idris Pei Wang DiffM MU 32 0 0 17 Apr 2025
Event Quality Score (EQS): Assessing the Realism of Simulated Event Camera Streams via Distances in Latent Space Kaustav Chanda Aayush Atul Verma Arpitsinh Vaghela Yezhou Yang Bharatesh Chakravarthi 32 0 0 16 Apr 2025
A Pragmatic Note on Evaluating Generative Models with Fréchet Inception Distance for Retinal Image Synthesis Yuli Wu Fucheng Liu Rüveyda Yilmaz Henning Konermann Peter Walter Johannes Stegmaier EGVM MedIm 48 1 0 24 Feb 2025
Spherical Dense Text-to-Image Synthesis Timon Winter Stanislav Frolov Brian B. Moser Andreas Dengel MDE DiffM 81 0 0 18 Feb 2025
Towards Scalable Topological Regularizers Hiu-Tung Wong Darrick Lee Hong Yan BDL 57 0 0 24 Jan 2025
Hunyuan3D 2.0: Scaling Diffusion Models for High Resolution Textured 3D Assets Generation Zibo Zhao Zeqiang Lai Qingxiang Lin Yunfei Zhao Haolin Liu ... Jingwei Huang Chunchao Guo Jie Jiang Jingwei Huang Chunchao Guo 106 21 0 21 Jan 2025
MEt3R: Measuring Multi-View Consistency in Generated Images Mohammad Asim Christopher Wewer Thomas Wimmer Bernt Schiele J. E. Lenssen EGVM 3DGS VGen 46 7 0 10 Jan 2025
Taming Feed-forward Reconstruction Models as Latent Encoders for 3D Generative Models Suttisak Wizadwongsa Jinfan Zhou Edward Li Jeong Joon Park 3DV 55 0 0 31 Dec 2024
GRADE: Quantifying Sample Diversity in Text-to-Image Models Royi Rassin Aviv Slobodkin Shauli Ravfogel Yanai Elazar Yoav Goldberg 73 1 0 29 Oct 2024
Evaluating the Posterior Sampling Ability of Plug&Play Diffusion Methods in Sparse-View CT Liam Moroy Guillaume Bourmaud Frédéric Champagnat Jean-François Giovannelli DiffM MedIm 38 0 0 21 Oct 2024
Presto! Distilling Steps and Layers for Accelerating Music Generation Zachary Novack Ge Zhu Jonah Casebeer Julian McAuley Taylor Berg-Kirkpatrick Nicholas J. Bryan 45 5 0 07 Oct 2024
A Markov Random Field Multi-Modal Variational AutoEncoder Fouad Oubari M. Baha Raphael Meunier Rodrigue Décatoire Mathilde Mougeot 31 0 0 18 Aug 2024
Anchored Diffusion for Video Face Reenactment I. Kligvasser Regev Cohen G. Leifman Ehud Rivlin Michael Elad DiffM VGen 34 1 0 21 Jul 2024
Not All Prompts Are Made Equal: Prompt-based Pruning of Text-to-Image Diffusion Models Alireza Ganjdanesh Reza Shirkavand Shangqian Gao Heng Huang DiffM VLM 48 4 0 17 Jun 2024
Data Augmentation in Earth Observation: A Diffusion Model Approach Tiago Sousa B. Ries N. Guelfi DiffM 40 2 0 10 Jun 2024
Glauber Generative Model: Discrete Diffusion Models via Binary Classification Harshit Varma Dheeraj M. Nagaraj Karthikeyan Shanmugam VLM 62 2 0 27 May 2024
FreezeAsGuard: Mitigating Illegal Adaptation of Diffusion Models via Selective Tensor Freezing Kai Huang Wei Gao 32 2 0 24 May 2024
SATO: Stable Text-to-Motion Framework Wenshuo Chen Hongru Xiao Erhang Zhang Lijie Hu Lei Wang Mengyuan Liu C. L. P. Chen 32 4 0 02 May 2024
Paint by Inpaint: Learning to Add Image Objects by Removing Them First Navve Wasserman Noam Rotstein Roy Ganz Ron Kimmel DiffM 34 15 0 28 Apr 2024
Revisiting Text-to-Image Evaluation with Gecko: On Metrics, Prompts, and Human Ratings Olivia Wiles Chuhan Zhang Isabela Albuquerque Ivana Kajić Su Wang ... Jordi Pont-Tuset Aida Nematzadeh Anant Nawalgaria Jordi Pont-Tuset Aida Nematzadeh EGVM 120 13 0 25 Apr 2024
On the Challenges and Opportunities in Generative AI Laura Manduchi Kushagra Pandey Robert Bamler Ryan Cotterell Sina Daubener ... F. Wenzel Frank Wood Stephan Mandt Vincent Fortuin Vincent Fortuin 56 17 0 28 Feb 2024
Muse: Text-To-Image Generation via Masked Generative Transformers Huiwen Chang Han Zhang Jarred Barber AJ Maschinot José Lezama ... Kevin Patrick Murphy William T. Freeman Michael Rubinstein Yuanzhen Li Dilip Krishnan DiffM 197 518 0 02 Jan 2023
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,344 0 12 Dec 2018