Abstract: Recently, the accuracy of image-text matching has been greatly improved by multimodal pretrained models, all of which use millions or billions of paired images and texts for supervised model ...

If you ever wonder what ChatGPT envisions when you ask it to restore an imaginary picture, the results will shock you. I reproduced it, and now I regret the decision.

* Equal contribution. † Co-corresponding author. Each image is paired with one or more text instances with polygon-level annotations. The dataset follows a consistent annotation format, detailed in ...

"Patch removes the `write(io, iostat=stat) array` statement, breaking the actual array-writing behavior of save_npy", "Introduces `call error_stop(...)` which ...

Abstract: Medical image reporting focused on automatically generating the diagnostic reports from medical images has garnered growing research attention. In this task, learning cross-modal alignment ...