Fetching the paper…
Reading the bibliography…
As one novel approach to realize end-to-end wireless image semantic transmission, deep learning-based joint source-channel coding (deep JSCC) method is emerging in both deep learning and communication communities.
URL: http://r0k.us/graphics/kodak/
“Kodak PhotoCD dataset,” · 1993
Earlier work this paper cites.
“Multiscale structural similarity for image quality assessment,”
Z. Wang, E. P Simoncelli, and A. C Bovik, · 2003
Earlier work this paper cites.
“Imagenet classification with deep convolutional neural networks,”
A. Krizhevsky, I. Sutskever, and G. E Hinton, · 2012
Earlier work this paper cites.
“Generative adversarial nets,”
I. Goodfellow, J. Pouget-Abadie, M. Mirza, B. Xu, D. Warde-Farley, S. Ozair, A. Courville, and Y. Bengio, · 2014
Earlier work this paper cites.
“Conditional generative adversarial nets,”
M. Mirza and S. Osindero, · 2014
Earlier work this paper cites.
“Empirical evaluation of rectified activations in convolutional network,”
B. Xu, N. Wang, T. Chen, and M. Li, · 2015
Earlier work this paper cites.
“Precomputed real-time texture synthesis with markovian generative adversarial networks,”
C. Li and M. Wand, · 2016
Earlier work this paper cites.
“Real-time adaptive image compression,”
O. Rippel and L. Bourdev, · 2017
Earlier work this paper cites.
“GANs trained by a two time-scale update rule converge to a local nash equilibrium,”
M. Heusel, H. Ramsauer, T. Unterthiner, B. Nessler, and S. Hochreiter, · 2017
Cited alongside, same era.
“Design of low-density parity-check codes for 5G new radio,”
T. Richardson and S. Kudekar, · 2018
Cited alongside, same era.
“The unreasonable effectiveness of deep features as a perceptual metric,”
R. Zhang, P. Isola, A. A Efros, E. Shechtman, and O. Wang, · 2018
Cited alongside, same era.
“Generative compression,”
S. Santurkar, D. Budden, and N. Shavit, · 2018
Cited alongside, same era.
“Spectral normalization for generative adversarial networks,”
T. Miyato, T. Kataoka, M. Koyama, and Y. Yoshida, · 2018
Cited alongside, same era.
“Deep joint source-channel coding for wireless image transmission,”
“DeepJSCC-f: Deep joint source-channel coding of images with feedback,”
D. B. Kurka and D. Gündüz, · 2020
Later among the works it cites.
“High-fidelity generative image compression,”
F. Mentzer, G. D Toderici, M. Tschannen, and E. Agustsson, · 2020
Later among the works it cites.
“The open images dataset v4,”
A. Kuznetsova, H. Rom, N. Alldrin, and et al., · 2020
Later among the works it cites.
“Image quality assessment: Unifying structure and texture similarity,”
K. Ding, K. Ma, S. Wang, and E. P Simoncelli, · 2020
Later among the works it cites.
URL: http://compression.cc
“CLIC 2021: Challenge on learned image compression,” · 2021
Later among the works it cites.
“Comparison of full-reference image quality models for optimization of image processing systems,”
K. Ding, K. Ma, S. Wang, and E. P Simoncelli, · 2021
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
E. Bourtsoulatze, D. B. Kurka, and D. Gündüz, · 2019
Cited alongside, same era.
“Generative adversarial networks for extreme learned image compression,”
E. Agustsson, M. Tschannen, F. Mentzer, R. Timofte, and L. V. Gool, · 2019
Cited alongside, same era.
“BPG image format.,”
Fabrice Bellard,
Cited in the paper.
Later among the works it cites.
“Nonlinear transform source-channel coding for semantic communications,”
J. Dai, S. Wang, K. Tan, Z. Si, X. Qin, K. Niu, and P. Zhang, · 2022
Closest in time.