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Learned Image Compression (LIC) has recently become the trending technique for image transmission due to its notable performance.
The jpeg still picture compression standard
Gregory K Wallace · 1991
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Jpeg2000: Image compression fundamentals
David S Taubman and Michael W Marcellin · 2002
Earlier work this paper cites.
Intriguing properties of neural networks
Christian Szegedy, Wojciech Zaremba, Ilya Sutskever, Joan Bruna, Dumitru Erhan, Ian Goodfellow, and Rob Fergus · 2014
Earlier work this paper cites.
Explaining and harnessing adversarial examples
Ian J Goodfellow, Jonathon Shlens, and Christian Szegedy · 2015
Earlier work this paper cites.
Bpg image format (2014)
Fabrice Bellard · 2016
Earlier work this paper cites.
End-to-end optimized image compression
Johannes Ballé, Valero Laparra, and Eero P. Simoncelli · 2017
Earlier work this paper cites.
Towards evaluating the robustness of neural networks
Nicholas Carlini and David Wagner · 2017
Cited alongside, same era.
Jpeg-resistant adversarial images
Richard Shin and Dawn Song · 2017
Cited alongside, same era.
Adversarial examples for semantic segmentation and object detection
Cihang Xie, Jianyu Wang, Zhishuai Zhang, Yuyin Zhou, Lingxi Xie, and Alan Yuille · 2017
Cited alongside, same era.
Variational image compression with a scale hyperprior
Johannes Ballé, David Minnen, Saurabh Singh, Sung Jin Hwang, and Nick Johnston · 2018
Cited alongside, same era.
Towards deep learning models resistant to adversarial attacks
Aleksander Madry, Aleksandar Makelov, Ludwig Schmidt, Dimitris Tsipras, and Adrian Vladu · 2018
Cited alongside, same era.
Joint autoregressive and hierarchical priors for learned image compression
David Minnen, Johannes Ballé, and George D Toderici · 2018
Cited alongside, same era.
Efficient decision-based black-box adversarial attacks on face recognition
Yinpeng Dong, Hang Su, Baoyuan Wu, Zhifeng Li, Wei Liu, Tong Zhang, and Jun Zhu · 2019
Later among the works it cites.
On the effectiveness of low frequency perturbations
Yash Sharma, Gavin Weiguang Ding, and Marcus A Brubaker · 2019
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Compressai: a pytorch library and evaluation platform for end-to-end compression research
Jean Bégaint, Fabien Racapé, Simon Feltman, and Akshay Pushparaja · 2020
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Learned image compression with discretized gaussian mixture likelihoods and attention modules
Zhengxue Cheng, Heming Sun, Masaru Takeuchi, and Jiro Katto · 2020
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Adversarial vqa: A new benchmark for evaluating the robustness of vqa models
Linjie Li, Jie Lei, Zhe Gan, and Jingjing Liu · 2021
Later among the works it cites.
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