Research Scientist Internship - https://t.co/uyCAHiyR37 Research Engineering Internship - https://t.co/mn6E6kRGo5 Research Scientist Contractor - https://t.co/U7hHCyBC1C 9/9

If you are interested in pushing the boundaries of Vision Language Modelling and Interleaved Text-to-Image please do not hesitate to get in touch or apply directly below. 8/9

With MuLAn, we aim to encourage the development of novel generation and editing technology, in particular layer-wise solutions. 7/9

The pipeline is composed of three modules: image decomposition for instance discovery and extraction, instance completion to reconstruct occluded areas, and image re-assembly. 6/9

To build MuLAn, we developed a pipeline based on pretrained-general-purpose models which decomposes a monocular RGB image into a stack of RGBA layers comprising of background and isolated instances. 5/9

To facilitate generative research using multi-layer representation, we release MuLAn, a new dataset which provides multi-layer RGBA decomposition of natural images. 4/9

We believe this is to due them failing to take advantage of the natural instance-level compositionality of scenes due to the typically flat nature of rasterized RGB output images. 3/9

Even with recent T2I progress having precise controllability and good prompt comprehension remains challenging. Current approaches are cumbersome and require substantial amount of manual work. 2/9

My first Huawei publication has been accepted at CVPR 2024! We have released MuLAn a multi-layer annotated dataset for controllable text-to-image generation. Paper: https://t.co/HfdQXtJsqP Homepage: https://t.co/fJ2rSWIZQA Dataset: https://t.co/xpLVXeVSVF 1/9

Even with recent T2I progress having precise controllability and good prompt comprehension remains challenging. Current approaches are cumbersome and require substantial amount of manual work. 2/9

The resulting work will be likely submitted at a top tier conference (NeurIPS, ICLR, ECCV, ICCV, etc) as well as for patenting . Please get in touch with either myself or Yiming Fu ( https://t.co/fMHu9UxUHn) to submit your application.

A new Research Engineering Internship position has been opened ( https://t.co/y04HM3bpnp). The research engineering project aims to improve an existing pipeline in terms of speed, performance and reliability, and add human-in-the-loop capabilities.

Good news in medical generative AI!🎉🎉 We just published the preprint of the MONAI Generative Models Extension! Check out our latest experiments with 2D and 3D data, ControlNets and 3D Cascaded Diffusion Models! https://t.co/CRcgi17PZB #AI #MedicalImaging #GenerativeModels

Happy to announce that our work led by @marksgraham_ on diffusion models applyed to out-of-distribution was accepted at CVPR workshop on Visual Anomaly Detection. This work was done during my PhD at @KingsImaging under @mjorgecardoso.