Fetching the paper…
Reading the bibliography…
Recent deep-learning-based compression methods have achieved superior performance compared with traditional approaches.
The jpeg still picture compression standard
Gregory K Wallace · 1992
Earlier work this paper cites.
Kodak Lossless True Color Image Suite (PhotoCD PCD0992)
Eastman Kodak Company · 1993
Earlier work this paper cites.
Jpeg 2000: Retrospective and new developments
Daniel T Lee · 2005
Earlier work this paper cites.
Imagenet: A large-scale hierarchical image database
Jia Deng, Wei Dong, Richard Socher, Li-Jia Li, Kai Li, and Li Fei-Fei · 2009
Earlier work this paper cites.
Overview of the high efficiency video coding (hevc) standard
Gary J Sullivan, Jens-Rainer Ohm, Woo-Jin Han, and Thomas Wiegand · 2012
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.
U-net: Convolutional networks for biomedical image segmentation
Olaf Ronneberger, Philipp Fischer, and Thomas Brox · 2015
Earlier work this paper cites.
Density modeling of images using a generalized normalization transformation
Johannes Ballé, Valero Laparra, and Eero P. Simoncelli · 2016
Earlier work this paper cites.
The cityscapes dataset for semantic urban scene understanding
Marius Cordts, Mohamed Omran, Sebastian Ramos, Timo Rehfeld, Markus Enzweiler, Rodrigo Benenson, Uwe Franke, Stefan Roth, and Bernt Schiele · 2016
Earlier work this paper cites.
Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016
Earlier work this paper cites.
Variable rate image compression with recurrent neural networks
George Toderici, Sean M. O’Malley, Sung Jin Hwang, Damien Vincent, David Minnen, Shumeet Baluja, Michele Covell, and Rahul Sukthankar · 2016
Earlier work this paper cites.
Wide residual networks
Sergey Zagoruyko and Nikos Komodakis · 2016
Earlier work this paper cites.
Targeted backdoor attacks on deep learning systems using data poisoning
Xinyun Chen, Chang Liu, Bo Li, Kimberly Lu, and Dawn Song · 2017
Earlier work this paper cites.
Badnets: Identifying vulnerabilities in the machine learning model supply chain
Tianyu Gu, Brendan Dolan-Gavitt, and Siddharth Garg · 2017
Earlier work this paper cites.
Certified defenses for data poisoning attacks
Jacob Steinhardt, Pang Wei W Koh, and Percy S Liang · 2017
Earlier work this paper cites.
Variational image compression with a scale hyperprior
Johannes Ballé, David Minnen, Saurabh Singh, Sung Jin Hwang, and Nick Johnston · 2018
Earlier work this paper cites.
Encoder-decoder with atrous separable convolution for semantic image segmentation
Liang-Chieh Chen, Yukun Zhu, George Papandreou, Florian Schroff, and Hartwig Adam · 2018
Earlier work this paper cites.
Black-box adversarial attacks with limited queries and information
Andrew Ilyas, Logan Engstrom, Anish Athalye, and Jessy Lin · 2018
Earlier work this paper cites.
Large-scale celebfaces attributes (celeba) dataset
Ziwei Liu, Ping Luo, Xiaogang Wang, and Xiaoou Tang · 2018
Earlier work this paper cites.
Towards deep learning models resistant to adversarial attacks
Aleksander Madry, Aleksandar Makelov, Ludwig Schmidt, Dimitris Tsipras, and Adrian Vladu · 2018
Earlier work this paper cites.
Joint autoregressive and hierarchical priors for learned image compression
David Minnen, Johannes Ballé, and George D Toderici · 2018
Cited alongside, same era.
Versatile video coding–towards the next generation of video compression
Jens-Rainer Ohm and Gary J Sullivan · 2018
Cited alongside, same era.
A style-based generator architecture for generative adversarial networks
Tero Karras, Samuli Laine, and Timo Aila · 2019
Cited alongside, same era.
Context-adaptive entropy model for end-to-end optimized image compression
Jooyoung Lee, Seunghyun Cho, and Seung-Kwon Beack · 2019
Cited alongside, same era.
Video enhancement with task-oriented flow
Tianfan Xue, Baian Chen, Jiajun Wu, Donglai Wei, and William T Freeman · 2019
Cited alongside, same era.
Improving semantic segmentation via video propagation and label relaxation
Yi Zhu, Karan Sapra, Fitsum A. Reda, Kevin J. Shih, Shawn D. Newsam, Andrew Tao, and Bryan Catanzaro · 2019
Check your other door! establishing backdoor attacks in the frequency domain
Hasan Abed Al Kader Hammoud and Bernard Ghanem · 2021
Later among the works it cites.
Pointba: Towards backdoor attacks in 3d point cloud
Xinke Li, Zhirui Chen, Yue Zhao, Zekun Tong, Yabang Zhao, Andrew Lim, and Joey Tianyi Zhou · 2021
Later among the works it cites.
Hidden backdoor attack against semantic segmentation models
Yiming Li, Yanjie Li, Yalei Lv, Yong Jiang, and Shu-Tao Xia · 2021
Later among the works it cites.
Invisible backdoor attack with sample-specific triggers
Yuezun Li, Yiming Li, Baoyuan Wu, Longkang Li, Ran He, and Siwei Lyu · 2021
Later among the works it cites.
Wanet - imperceptible warping-based backdoor attack
Tuan Anh Nguyen and Anh Tuan Tran · 2021
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Cited alongside, same era.
Learned image compression with discretized gaussian mixture likelihoods and attention modules
Zhengxue Cheng, Heming Sun, Masaru Takeuchi, and Jiro Katto · 2020
Cited alongside, same era.
Backdooring convolutional neural networks via targeted weight perturbations
Jacob Dumford and Walter Scheirer · 2020
Cited alongside, same era.
Trojannet: Embedding hidden trojan horse models in neural networks
Chuan Guo, Ruihan Wu, and Kilian Q Weinberger · 2020
Cited alongside, same era.
Coarse-to-fine hyper-prior modeling for learned image compression
Yueyu Hu, Wenhan Yang, and Jiaying Liu · 2020
Cited alongside, same era.
Invisible backdoor attacks on deep neural networks via steganography and regularization
Shaofeng Li, Minhui Xue, Benjamin Zi Hao Zhao, Haojin Zhu, and Xinpeng Zhang · 2020
Cited alongside, same era.
Yiming Li, Baoyuan Wu, Yong Jiang, Zhifeng Li, and Shu-Tao Xia · 2020
Cited alongside, same era.
Tong Wang, Yuan Yao, Feng Xu, Shengwei An, and Ting Wang · 2021
Later among the works it cites.
A backdoor attack against 3d point cloud classifiers
Zhen Xiang, David J Miller, Siheng Chen, Xi Li, and George Kesidis · 2021
Later among the works it cites.
Benchmarking the robustness of spatial-temporal models against corruptions
Chenyu Yi, Siyuan Yang, Haoliang Li, Yap-peng Tan, and Alex Kot · 2021
Later among the works it cites.
Rethinking the backdoor attacks’ triggers: A frequency perspective
Yi Zeng, Won Park, Z Morley Mao, and Ruoxi Jia · 2021
Later among the works it cites.
Fiba: Frequency-injection based backdoor attack in medical image analysis
Yu Feng, Benteng Ma, Jing Zhang, Shanshan Zhao, Yong Xia, and Dacheng Tao · 2022
Later among the works it cites.
Shadowdiffusion: When degradation prior meets diffusion model for shadow removal
Lanqing Guo, Chong Wang, Wenhan Yang, Siyu Huang, Yufei Wang, Hanspeter Pfister, and Bihan Wen · 2022
Later among the works it cites.
Digital and physical face attacks: Reviewing and one step further
Chenqi Kong, Shiqi Wang, and Haoliang Li · 2022
Later among the works it cites.
Beyond the pixel world: A novel acoustic-based face anti-spoofing system for smartphones
Chenqi Kong, Kexin Zheng, Shiqi Wang, Anderson Rocha, and Haoliang Li · 2022
Later among the works it cites.
Low-light image enhancement with normalizing flow
Yufei Wang, Renjie Wan, Wenhan Yang, Haoliang Li, Lap-Pui Chau, and Alex Kot · 2022
Later among the works it cites.
Towards robust rain removal against adversarial attacks: A comprehensive benchmark analysis and beyond
Yi Yu, Wenhan Yang, Yap-Peng Tan, and Alex C Kot · 2022
Later among the works it cites.
Invisible backdoor attacks using data poisoning in the frequency domain
Chang Yue, Peizhuo Lv, Ruigang Liang, and Kai Chen · 2022
Later among the works it cites.
Shadowformer: Global context helps image shadow removal
Lanqing Guo, Siyu Huang, Ding Liu, Hao Cheng, and Bihan Wen · 2023
Closest in time.
M3fas: An accurate and robust multimodal mobile face anti-spoofing system
Chenqi Kong, Kexin Zheng, Yibing Liu, Shiqi Wang, Anderson Rocha, and Haoliang Li · 2023
Closest in time.
Raw image reconstruction with learned compact metadata
Yufei Wang, Yi Yu, Wenhan Yang, Lanqing Guo, Lap-Pui Chau, Alex Kot, and Bihan Wen · 2023
Closest in time.