Modeling Visual Memorability Assessment with Autoencoders Reveals Characteristics of Memorable Images

19 October 2024

Papers citing "Modeling Visual Memorability Assessment with Autoencoders Reveals Characteristics of Memorable Images"

17 / 17 papers shown

Title
From seeing to remembering: Images with harder-to-reconstruct representations leave stronger memory traces Qi Lin Zifan Li John D. Lafferty Ilker Yildirim 36 1 0 21 Feb 2023
Image Memorability Prediction with Vision Transformers Thomas Hagen T. Espeseth ViT 30 8 0 20 Jan 2023
Controlling Memorability of Face Images M. Younesi Y. Mohsenzadeh CVBM 39 3 0 24 Feb 2022
Embracing New Techniques in Deep Learning for Estimating Image Memorability Coen D. Needell Wilma A. Bainbridge VLM 23 47 0 21 May 2021
Memorability: An image-computable measure of information utility Zoya Bylinskii L. Goetschalckx Anelise Newman A. Oliva HAI 26 19 0 01 Apr 2021
Captum: A unified and generic model interpretability library for PyTorch Narine Kokhlikyan Vivek Miglani Miguel Martin Edward Wang B. Alsallakh ... Alexander Melnikov Natalia Kliushkina Carlos Araya Siqi Yan Orion Reblitz-Richardson FAtt 125 836 0 16 Sep 2020
Predicting Visual Memory Schemas with Variational Autoencoders C. Kyle-Davidson A. Bors K. Evans DRL 37 7 0 19 Jul 2019
GANalyze: Toward Visual Definitions of Cognitive Image Properties L. Goetschalckx A. Andonian A. Oliva Phillip Isola FAtt GAN 82 314 0 24 Jun 2019
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 287 13,079 0 07 Feb 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 327 11,734 0 11 Jan 2018
Axiomatic Attribution for Deep Networks Mukund Sundararajan Ankur Taly Qiqi Yan OOD FAtt 175 5,968 0 04 Mar 2017
SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size F. Iandola Song Han Matthew W. Moskewicz Khalid Ashraf W. Dally Kurt Keutzer 137 7,465 0 24 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.8K 193,426 0 10 Dec 2015
A Neural Algorithm of Artistic Style Leon A. Gatys Alexander S. Ecker Matthias Bethge GAN 79 2,855 0 26 Aug 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 459 62,122 0 04 Jun 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.3K 100,213 0 04 Sep 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 808 23,310 0 03 Jun 2014