Fetching the paper…
Reading the bibliography…
Social media platforms are being increasingly used by malicious actors to share unsafe content, such as images depicting sexual activity, cyberbullying, and self-harm.
The Communications Decency Act
Exon, J. 1996 · 1996
Earlier work this paper cites.
Efficient graph-based image segmentation
Felzenszwalb, P. F.; and Huttenlocher, D. P. 2004 · 2004
Earlier work this paper cites.
Imagenet: A large-scale hierarchical image database
Deng, J.; Dong, W.; Socher, R.; Li, L.-J.; Li, K.; and Fei-Fei, L. 2009 · 2009
Earlier work this paper cites.
Harm and offence in media content: A review of the evidence
Hargrave, A. M.; and Livingstone, S. M. 2009 · 2009
Earlier work this paper cites.
Identifying and managing stress in child pornography and child exploitation investigators
Krause, M. 2009 · 2009
Earlier work this paper cites.
Slic superpixels
Achanta, R.; Shaji, A.; Smith, K.; Lucchi, A.; Fua, P.; and Süsstrunk, S. 2010 · 2010
Earlier work this paper cites.
Compact watershed and preemptive slic: On improving trade-offs of superpixel segmentation algorithms
Neubert, P.; and Protzel, P. 2014 · 2014
Earlier work this paper cites.
scikit-image: image processing in Python
van der Walt, S.; Schönberger, J. L.; Nunez-Iglesias, J.; Boulogne, F.; Warner, J. D.; Yager, N.; Gouillart, E.; Yu, T.; and the scikit-image contributors. 2014 · 2014
Earlier work this paper cites.
Young people, peer-to-peer grooming and sexual offending: Understanding and responding to harmful sexual behaviour within a social media society
Ashurst, L.; and McAlinden, A.-M. 2015 · 2015
Earlier work this paper cites.
Nonconsensual image sharing: one in 25 Americans has been a victim of” revenge porn”
Lenhart, A.; Ybarra, M.; and Price-Feeney, M. 2016 · 2016
Earlier work this paper cites.
Effectiveness and users’ experience of obfuscation as a privacy-enhancing technology for sharing photos
Li, Y.; Vishwamitra, N.; Knijnenburg, B. P.; Hu, H.; and Caine, K. 2017 · 2017
Earlier work this paper cites.
Grad-cam: Visual explanations from deep networks via gradient-based localization
Selvaraju, R. R.; Cogswell, M.; Das, A.; Vedantam, R.; Parikh, D.; and Batra, D. 2017 · 2017
Earlier work this paper cites.
Counterfactual explanations without opening the black box: Automated decisions and the GDPR
Wachter, S.; Mittelstadt, B.; and Russell, C. 2017 · 2017
Earlier work this paper cites.
Grad-cam++: Generalized gradient-based visual explanations for deep convolutional networks
Chattopadhay, A.; Sarkar, A.; Howlader, P.; and Balasubramanian, V. N. 2018 · 2018
Earlier work this paper cites.
Self-harm, suicidal behaviours, and cyberbullying in children and young people: Systematic review
John, A.; Glendenning, A. C.; Marchant, A.; Montgomery, P.; Stewart, A.; Wood, S.; Lloyd, K.; Hawton, K.; et al. 2018 · 2018
Earlier work this paper cites.
Facebook Says It’s Removing More Hate Speech Than Ever Before. But There’s a Catch
Billy Perrigo. 2019 · 2019
Earlier work this paper cites.
Facebook claims its new AI technology can automatically detect revenge porn
Binder, M. 2019 · 2019
Earlier work this paper cites.
Minority report: Cyberbullying prediction on Instagram
Chelmis, C.; and Yao, M. 2019 · 2019
Earlier work this paper cites.
PyTorch: An Imperative Style, High-Performance Deep Learning Library
Paszke, A.; Gross, S.; Massa, F.; Lerer, A.; Bradbury, J.; Chanan, G.; Killeen, T.; Lin, Z.; Gimelshein, N.; Antiga, L.; Desmaison, A.; Kopf, A.; Yang, E.; DeVito, Z.; Raison, M.; Tejani, A.; Chilamkurthy, S.; Steiner, B.; Fang, L.; Bai, J.; and Chintala, S. 2019 · 2019
Cited alongside, same era.
A practitioner survey exploring the value of forensic tools, AI, filtering, & safer presentation for investigating child sexual abuse material (CSAM)
Sanchez, L.; Grajeda, C.; Baggili, I.; and Hall, C. 2019 · 2019
Cited alongside, same era.
Full-gradient representation for neural network visualization
Srinivas, S.; and Fleuret, F. 2019 · 2019
Cited alongside, same era.
Bayesian adaptive superpixel segmentation
Uziel, R.; Ronen, M.; and Freifeld, O. 2019 · 2019
Cited alongside, same era.
How Instagram’s algorithm is censoring women and vulnerable users but helping online abusers
Are, C. 2020 · 2020
Cited alongside, same era.
The psychological well-being of content moderators: the emotional labor of commercial moderation and avenues for improving support
Steiger, M.; Bharucha, T. J.; Venkatagiri, S.; Riedl, M. J.; and Lease, M. 2021 · 2021
Later among the works it cites.
“When a Tornado Hits Your Life:” Exploring Cyber Sexual Abuse Survivors’ Perspectives on Recovery
Adler, R. A.; and Chenoa Cooper, S. 2022 · 2022
Later among the works it cites.
Flamingo: a visual language model for few-shot learning
Alayrac, J.-B.; Donahue, J.; Luc, P.; Miech, A.; Barr, I.; Hasson, Y.; Lenc, K.; Mensch, A.; Millican, K.; Reynolds, M.; et al. 2022 · 2022
Later among the works it cites.
mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections
Li, C.; Xu, H.; Tian, J.; Wang, W.; Yan, M.; Bi, B.; Ye, J.; Chen, H.; Xu, G.; Cao, Z.; et al. 2022 · 2022
Later among the works it cites.
Appealed Content
Meta. 2022 · 2022
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Axiom-based Grad-CAM: Towards Accurate Visualization and Explanation of CNNs
Fu, R.; Hu, Q.; Dong, X.; Guo, Y.; Gao, Y.; and Li, B. 2020 · 2020
Cited alongside, same era.
Ablation-cam: Visual explanations for deep convolutional network via gradient-free localization
Ramaswamy, H. G.; et al. 2020 · 2020
Cited alongside, same era.
Towards Understanding and Detecting Cyberbullying in Real-world Images
Vishwamitra, N.; Hu, H.; Luo, F.; and Cheng, L. 2021 · 2020
Cited alongside, same era.
Facebook moderator: ‘Every day was a nightmare’
2021 · 2021
Cited alongside, same era.
Judge OKs $85 mln settlement of Facebook moderators’ PTSD claims
2021 · 2021
Cited alongside, same era.
Deplatforming sexual speech in the age of FOSTA/SESTA
Bronstein, C. 2021 · 2021
Cited alongside, same era.
The EU digital markets act: a report from a panel of economic experts
Cabral, L.; Haucap, J.; Parker, G.; Petropoulos, G.; Valletti, T. M.; and Van Alstyne, M. W. 2021 · 2021
Cited alongside, same era.
Ramesh, A.; Dhariwal, P.; Nichol, A.; Chu, C.; and Chen, M. 2022 · 2022
Later among the works it cites.
Explainable image classification with evidence counterfactual
Vermeire, T.; Brughmans, D.; Goethals, S.; de Oliveira, R. M. B.; and Martens, D. 2022 · 2022
Later among the works it cites.
Ofa: Unifying architectures, tasks, and modalities through a simple sequence-to-sequence learning framework
Wang, P.; Yang, A.; Men, R.; Lin, J.; Bai, S.; Li, Z.; Ma, J.; Zhou, C.; Zhou, J.; and Yang, H. 2022 · 2022
Later among the works it cites.
Towards Language Models That Can See: Computer Vision Through the LENS of Natural Language
Berrios, W.; Mittal, G.; Thrush, T.; Kiela, D.; and Singh, A. 2023 · 2023
Later among the works it cites.
Towards targeted obfuscation of adversarial unsafe images using reconstruction and counterfactual super region attribution explainability
Bethany, M.; Seong, A.; Silva, S. H.; Beebe, N.; Vishwamitra, N.; and Najafirad, P. 2023 · 2023
Later among the works it cites.
InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning
Dai, W.; Li, J.; Li, D.; Tiong, A. M. H.; Zhao, J.; Wang, W.; Li, B.; Fung, P.; and Hoi, S. 2023 · 2023
Later among the works it cites.
Eva: Exploring the limits of masked visual representation learning at scale
Fang, Y.; Wang, W.; Xie, B.; Sun, Q.; Wu, L.; Wang, X.; Huang, T.; Wang, X.; and Cao, Y. 2023 · 2023
Later among the works it cites.
Kirillov, A.; Mintun, E.; Ravi, N.; Mao, H.; Rolland, C.; Gustafson, L.; Xiao, T.; Whitehead, S.; Berg, A. C.; Lo, W.-Y.; et al. 2023 · 2023
Later among the works it cites.
Li, J.; Li, D.; Savarese, S.; and Hoi, S. 2023 · 2023
Later among the works it cites.
Instagram’s sex censorship sweeps up educators, adult stars and sex workers
Tenbarge, K. 2023 · 2023
Later among the works it cites.
Llama: Open and efficient foundation language models
Touvron, H.; Lavril, T.; Izacard, G.; Martinet, X.; Lachaux, M.-A.; Lacroix, T.; Rozière, B.; Goyal, N.; Hambro, E.; Azhar, F.; et al. 2023 · 2023
Later among the works it cites.
Image as a Foreign Language: BEiT Pretraining for Vision and Vision-Language Tasks
Wang, W.; Bao, H.; Dong, L.; Bjorck, J.; Peng, Z.; Liu, Q.; Aggarwal, K.; Mohammed, O. K.; Singhal, S.; Som, S.; et al. 2023 · 2023
Later among the works it cites.