Do better ImageNet classifiers assess perceptual similarity better?

Do better ImageNet classifiers assess perceptual similarity better?

9 March 2022

Nal Kalchbrenner

Papers citing "Do better ImageNet classifiers assess perceptual similarity better?"

11 / 11 papers shown

Title
Scene Perceived Image Perceptual Score (SPIPS): combining global and local perception for image quality assessment Zhiqiang Lao Heather Yu EGVM 49 0 0 24 Apr 2025
Foundation Models Boost Low-Level Perceptual Similarity Metrics Abhijay Ghildyal Nabajeet Barman Saman Zadtootaghaj 42 3 0 11 Sep 2024
Neither hype nor gloom do DNNs justice Gaurav Malhotra Christian Tsvetkov B. D. Evans 21 117 0 08 Dec 2023
Improving neural network representations using human similarity judgments Lukas Muttenthaler Lorenz Linhardt Jonas Dippel Robert A. Vandermeulen Katherine L. Hermann Andrew Kyle Lampinen Simon Kornblith 40 29 0 07 Jun 2023
Performance-optimized deep neural networks are evolving into worse models of inferotemporal visual cortex Drew Linsley I. F. Rodriguez Thomas Fel Michael Arcaro Saloni Sharma Margaret Livingstone Thomas Serre 35 18 0 06 Jun 2023
Scaling Vision Transformers to 22 Billion Parameters Mostafa Dehghani Josip Djolonga Basil Mustafa Piotr Padlewski Jonathan Heek ... Mario Luvcić Xiaohua Zhai Daniel Keysers Jeremiah Harmsen N. Houlsby MLLM 61 570 0 10 Feb 2023
Alignment with human representations supports robust few-shot learning Ilia Sucholutsky Thomas L. Griffiths 24 25 0 27 Jan 2023
DeepDC: Deep Distance Correlation as a Perceptual Image Quality Evaluator Hanwei Zhu Baoliang Chen Lingyu Zhu Shiqi Wang Weisi Lin 25 6 0 09 Nov 2022
Harmonizing the object recognition strategies of deep neural networks with humans Thomas Fel Ivan Felipe Drew Linsley Thomas Serre 33 71 0 08 Nov 2022
Impact of ImageNet Model Selection on Domain Adaptation Youshan Zhang Brian D. Davison FAtt OOD VLM 39 34 0 06 Feb 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 282 10,354 0 12 Dec 2018