[HTML][HTML] Infodemics and health misinformation: a systematic review of reviews

IJB Do Nascimento, AB Pizarro… - Bulletin of the World …, 2022 - ncbi.nlm.nih.gov
Objective To compare and summarize the literature regarding infodemics and health
misinformation, and to identify challenges and opportunities for addressing the issues of …

Deepfakes generation and detection: State-of-the-art, open challenges, countermeasures, and way forward

M Masood, M Nawaz, KM Malik, A Javed, A Irtaza… - Applied …, 2023 - Springer
Easy access to audio-visual content on social media, combined with the availability of
modern tools such as Tensorflow or Keras, and open-source trained models, along with …

Lion: Latent point diffusion models for 3d shape generation

A Vahdat, F Williams, Z Gojcic… - Advances in …, 2022 - proceedings.neurips.cc
Denoising diffusion models (DDMs) have shown promising results in 3D point cloud
synthesis. To advance 3D DDMs and make them useful for digital artists, we require (i) high …

Editgan: High-precision semantic image editing

H Ling, K Kreis, D Li, SW Kim… - Advances in Neural …, 2021 - proceedings.neurips.cc
Generative adversarial networks (GANs) have recently found applications in image editing.
However, most GAN-based image editing methods often require large-scale datasets with …

Genie: Higher-order denoising diffusion solvers

T Dockhorn, A Vahdat, K Kreis - Advances in Neural …, 2022 - proceedings.neurips.cc
Denoising diffusion models (DDMs) have emerged as a powerful class of generative
models. A forward diffusion process slowly perturbs the data, while a deep model learns to …

Two-branch recurrent network for isolating deepfakes in videos

I Masi, A Killekar, RM Mascarenhas… - Computer Vision–ECCV …, 2020 - Springer
The current spike of hyper-realistic faces artificially generated using deepfakes calls for
media forensics solutions that are tailored to video streams and work reliably with a low false …

Score-based generative modeling with critically-damped langevin diffusion

T Dockhorn, A Vahdat, K Kreis - arXiv preprint arXiv:2112.07068, 2021 - arxiv.org
Score-based generative models (SGMs) have demonstrated remarkable synthesis quality.
SGMs rely on a diffusion process that gradually perturbs the data towards a tractable …

Deepfake detection: A systematic literature review

MS Rana, MN Nobi, B Murali, AH Sung - IEEE access, 2022 - ieeexplore.ieee.org
Over the last few decades, rapid progress in AI, machine learning, and deep learning has
resulted in new techniques and various tools for manipulating multimedia. Though the …

A review on social spam detection: Challenges, open issues, and future directions

S Rao, AK Verma, T Bhatia - Expert Systems with Applications, 2021 - Elsevier
Abstract Online Social Networks are perpetually evolving and used in plenteous
applications such as content sharing, chatting, making friends/followers, customer …

Trustworthy ai: From principles to practices

B Li, P Qi, B Liu, S Di, J Liu, J Pei, J Yi… - ACM Computing Surveys, 2023 - dl.acm.org
The rapid development of Artificial Intelligence (AI) technology has enabled the deployment
of various systems based on it. However, many current AI systems are found vulnerable to …