Spatial fusion gan for image synthesis

F Zhan, H Zhu, S Lu - … of the IEEE/CVF conference on …, 2019 - openaccess.thecvf.com
Recent advances in generative adversarial networks (GANs) have shown great potentials in
realistic image synthesis whereas most existing works address synthesis realism in either …

Visual compositional learning for human-object interaction detection

Z Hou, X Peng, Y Qiao, D Tao - … Conference, Glasgow, UK, August 23–28 …, 2020 - Springer
Human-Object interaction (HOI) detection aims to localize and infer relationships between
human and objects in an image. It is challenging because an enormous number of possible …

Semantic image manipulation using scene graphs

H Dhamo, A Farshad, I Laina… - Proceedings of the …, 2020 - openaccess.thecvf.com
Image manipulation can be considered a special case of image generation where the image
to be produced is a modification of an existing image. Image generation and manipulation …

Laso: Label-set operations networks for multi-label few-shot learning

A Alfassy, L Karlinsky, A Aides… - Proceedings of the …, 2019 - openaccess.thecvf.com
Example synthesis is one of the leading methods to tackle the problem of few-shot learning,
where only a small number of samples per class are available. However, current synthesis …

Adversarial image composition with auxiliary illumination

F Zhan, S Lu, C Zhang, F Ma… - Proceedings of the Asian …, 2020 - openaccess.thecvf.com
Dealing with the inconsistency between a foreground object and a background image is a
challenging task in high-fidelity image composition. State-of-the-art methods strive to …

Data augmentation for object detection via progressive and selective instance-switching

H Wang, Q Wang, F Yang, W Zhang, W Zuo - ar**
T Bruls, H Porav, L Kunze… - 2019 IEEE Intelligent …, 2019 - ieeexplore.ieee.org
Many tasks performed by autonomous vehicles such as road marking detection, object
tracking, and path planning are simpler in bird's-eye view. Hence, Inverse Perspective …

[PDF][PDF] Towards realistic 3d embedding via view alignment

F Zhan, S Lu, C Zhang, F Ma, X **e - arxiv preprint arxiv …, 2020 - researchgate.net
Recent advances in generative adversarial networks (GANs) have achieved great success
in automated image composition that generates new images by embedding interested …