Image-to-image translation: Methods and applications

Y Pang, J Lin, T Qin, Z Chen - IEEE Transactions on Multimedia, 2021 - ieeexplore.ieee.org
Image-to-image translation (I2I) aims to transfer images from a source domain to a target
domain while preserving the content representations. I2I has drawn increasing attention and …

First order motion model for image animation

A Siarohin, S Lathuilière, S Tulyakov… - Advances in neural …, 2019 - proceedings.neurips.cc
Image animation consists of generating a video sequence so that an object in a source
image is animated according to the motion of a driving video. Our framework addresses this …

Motion representations for articulated animation

A Siarohin, OJ Woodford, J Ren… - Proceedings of the …, 2021 - openaccess.thecvf.com
We propose novel motion representations for animating articulated objects consisting of
distinct parts. In a completely unsupervised manner, our method identifies object parts …

Talk-to-edit: Fine-grained facial editing via dialog

Y Jiang, Z Huang, X Pan, CC Loy… - Proceedings of the …, 2021 - openaccess.thecvf.com
Facial editing is an important task in vision and graphics with numerous applications.
However, existing works are incapable to deliver a continuous and fine-grained editing …

Animating arbitrary objects via deep motion transfer

A Siarohin, S Lathuilière, S Tulyakov… - Proceedings of the …, 2019 - openaccess.thecvf.com
This paper introduces a novel deep learning framework for image animation. Given an input
image with a target object and a driving video sequence depicting a moving object, our …

Make-a-story: Visual memory conditioned consistent story generation

T Rahman, HY Lee, J Ren, S Tulyakov… - Proceedings of the …, 2023 - openaccess.thecvf.com
There has been a recent explosion of impressive generative models that can produce high
quality images (or videos) conditioned on text descriptions. However, all such approaches …

Diversity in faces

M Merler, N Ratha, RS Feris, JR Smith - arxiv preprint arxiv:1901.10436, 2019 - arxiv.org
Face recognition is a long standing challenge in the field of Artificial Intelligence (AI). The
goal is to create systems that accurately detect, recognize, verify, and understand human …

Storygan: A sequential conditional gan for story visualization

Y Li, Z Gan, Y Shen, J Liu, Y Cheng… - Proceedings of the …, 2019 - openaccess.thecvf.com
In this work, we propose a new task called Story Visualization. Given a multi-sentence
paragraph, the story is visualized by generating a sequence of images, one for each …

A review of digital video tampering: From simple editing to full synthesis

P Johnston, E Elyan - Digital Investigation, 2019 - Elsevier
Video tampering methods have witnessed considerable progress in recent years. This is
partly due to the rapid development of advanced deep learning methods, and also due to …

Detecting and recovering sequential deepfake manipulation

R Shao, T Wu, Z Liu - European Conference on Computer Vision, 2022 - Springer
Since photorealistic faces can be readily generated by facial manipulation technologies
nowadays, potential malicious abuse of these technologies has drawn great concerns …