A Systematic Performance Analysis of Deep Perceptual Loss Networks:
Breaking Transfer Learning Conventions

A Systematic Performance Analysis of Deep Perceptual Loss Networks: Breaking Transfer Learning Conventions

8 February 2023

Konstantina Nikolaidou

Prakash Chandra Chhipa

Nosheen Abid

Papers citing "A Systematic Performance Analysis of Deep Perceptual Loss Networks: Breaking Transfer Learning Conventions"

10 / 10 papers shown

Title
IMPACT: A Generic Semantic Loss for Multimodal Medical Image Registration Valentin Boussot Cédric Hémon Jean-Claude Nunes Jason Downling Simon Rouzé Caroline Lafond Anaïs Barateau Jean-Louis Dillenseger 51 0 0 31 Mar 2025
Seeing Eye to AI? Applying Deep-Feature-Based Similarity Metrics to Information Visualization Sheng Long Angelos Chatzimparmpas Emma Alexander Matthew Kay Jessica Hullman 29 0 0 28 Feb 2025
A Framework for Evaluating Predictive Models Using Synthetic Image Covariates and Longitudinal Data Simon Deltadahl Andreu Vall Vijay Ivaturi Niklas Korsbo MedIm 16 0 0 21 Oct 2024
Khattat: Enhancing Readability and Concept Representation of Semantic Typography Ahmed Hussein Alaa Elsetohy Sama Hadhoud Tameem Bakr Yasser Rohaim Badr AlKhamissi VLM 34 0 0 01 Oct 2024
Rethinking HTG Evaluation: Bridging Generation and Recognition Konstantina Nikolaidou George Retsinas Giorgos Sfikas Marcus Liwicki 29 1 0 04 Sep 2024
Can No-Reference Quality-Assessment Methods Serve as Perceptual Losses for Super-Resolution? Egor Kashkarov Egor Chistov Ivan Molodetskikh D. Vatolin SupR 48 3 0 30 May 2024
Deep Perceptual Similarity is Adaptable to Ambiguous Contexts G. Pihlgren Fredrik Sandin Marcus Liwicki 21 0 0 05 Apr 2023
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 297 10,216 0 16 Nov 2016
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,326 0 05 Nov 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 252 36,362 0 25 Aug 2016