ResearchTrend.AI
  • Communities
  • Connect sessions
  • AI calendar
  • Organizations
  • Join Slack
  • Contact Sales
Papers
Communities
Social Events
Terms and Conditions
Pricing
Contact Sales
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2025 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 2306.04675
  4. Cited By
Exposing flaws of generative model evaluation metrics and their unfair
  treatment of diffusion models
v1v2 (latest)

Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models

Neural Information Processing Systems (NeurIPS), 2023
7 June 2023
G. Stein
Jesse C. Cresswell
Rasa Hosseinzadeh
Yi Sui
Brendan Leigh Ross
Valentin Villecroze
Zhaoyan Liu
M. Volkovs
J. E. T. Taylor
Gabriel Loaiza-Ganem
    EGVM
ArXiv (abs)PDFHTMLGithub (173★)

Papers citing "Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models"

13 / 63 papers shown
Title
PosterLlama: Bridging Design Ability of Langauge Model to Contents-Aware
  Layout Generation
PosterLlama: Bridging Design Ability of Langauge Model to Contents-Aware Layout Generation
Jaejung Seol
Seojun Kim
Jaejun Yoo
3DVVLM
238
27
0
01 Apr 2024
StainDiffuser: MultiTask Dual Diffusion Model for Virtual Staining
StainDiffuser: MultiTask Dual Diffusion Model for Virtual Staining
Tushar Kataria
Beatrice Knudsen
Shireen Y. Elhabian
DiffMMedIm
329
16
0
17 Mar 2024
Rethinking cluster-conditioned diffusion models
Rethinking cluster-conditioned diffusion models
Tim Kaiser
Nikolas Adaloglou
Félix D. P. Michels
M. Kollmann
VLM
167
4
0
01 Mar 2024
PQMass: Probabilistic Assessment of the Quality of Generative Models using Probability Mass Estimation
PQMass: Probabilistic Assessment of the Quality of Generative Models using Probability Mass EstimationInternational Conference on Learning Representations (ICLR), 2024
Pablo Lemos
Sammy N. Sharief
Nikolay Malkin
Salma Salhi
Connor Stone
Laurence Perreault Levasseur
Y. Hezaveh
378
7
0
06 Feb 2024
Fréchet Wavelet Distance: A Domain-Agnostic Metric for Image Generation
Fréchet Wavelet Distance: A Domain-Agnostic Metric for Image Generation
Lokesh Veeramacheneni
Moritz Wolter
Hildegard Kuehne
Juergen Gall
EGVM
216
10
0
23 Dec 2023
GenHowTo: Learning to Generate Actions and State Transformations from
  Instructional Videos
GenHowTo: Learning to Generate Actions and State Transformations from Instructional VideosComputer Vision and Pattern Recognition (CVPR), 2023
Tomávs Souvcek
Dima Damen
Michael Wray
Ivan Laptev
Josef Sivic
VGen
208
37
0
12 Dec 2023
Generating Illustrated Instructions
Generating Illustrated Instructions
Sachit Menon
Ishan Misra
Rohit Girdhar
DiffM
225
6
0
07 Dec 2023
LEGO: Learning EGOcentric Action Frame Generation via Visual Instruction
  Tuning
LEGO: Learning EGOcentric Action Frame Generation via Visual Instruction Tuning
Bolin Lai
Xiaoliang Dai
Lawrence Chen
Guan Pang
James M. Rehg
Miao Liu
257
21
0
06 Dec 2023
Analyzing and Improving the Training Dynamics of Diffusion Models
Analyzing and Improving the Training Dynamics of Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2023
Tero Karras
M. Aittala
J. Lehtinen
Janne Hellsten
Timo Aila
S. Laine
325
316
0
05 Dec 2023
Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity
  Metrics For Science And Machine Learning
Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity Metrics For Science And Machine Learning
Amey P. Pasarkar
Adji Bousso Dieng
354
20
0
19 Oct 2023
On the Design Fundamentals of Diffusion Models: A Survey
On the Design Fundamentals of Diffusion Models: A SurveyPattern Recognition (Pattern Recogn.), 2023
Ziyi Chang
George Alex Koulieris
Hyung Jin Chang
Hubert P. H. Shum
DiffM
477
76
0
07 Jun 2023
Efficient Image Generation with Variadic Attention Heads
Efficient Image Generation with Variadic Attention Heads
Steven Walton
Ali Hassani
Xingqian Xu
Zinan Lin
Humphrey Shi
ViT
248
23
0
10 Nov 2022
Unsupervised Learning of Visual Features by Contrasting Cluster
  Assignments
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
Mathilde Caron
Ishan Misra
Julien Mairal
Priya Goyal
Piotr Bojanowski
Armand Joulin
OCLSSL
1.1K
4,602
0
17 Jun 2020
Previous
12