This is a PyTorch implementation of our group-wise learning framework for weakly supervised semantic segmentation, which is accepted in AAAI-2021. The extended version has been accepted by IEEE TIP.

Abstract: A light field camera can reconstruct 3D scenes using captured multi-focus images that contain rich spatial geometric information, enhancing applications in stereoscopic photography, virtual ...

In this work, we introduce ContraSurv, a weakly-supervised learning framework based on contrastive learning, designed to enhance prognostic predictions in 3D medical images. ContraSurv utilizes both ...

This enables weakly supervised learning and generates detailed segment-level scores. Using preference models as reward signals for fine-tuning T2I diffusion models presents challenges in ...

NEW YORK -- Daniel Hernandez, the rapper known as Tekashi 6ix9ine, was sentenced Tuesday to a month-and-a-half in prison for several violations of his supervised release. The sentence is slightly ...

All Tesla vehicles with Full Self-Driving (Supervised) in the US are now under NHTSA investigation after a fatal crash raised doubts about the system’s handling of low-visibility situations.

The founders of the Indigenous People of Biafra, IPOB, have responded to the leader of a former Military junta of the Nigeria government, General Yakubu Gowon, who supervised the country’s civil ...

In the original Whisper model card, OpenAI researchers wrote about this very phenomenon: "Because the models are trained in a weakly supervised manner using large-scale noisy data, the predictions may ...

We propose a new composite loss function for training convolutional neural networks for the task of weakly-supervised image segmentation. Our approach relies on the following three insights: Image ...

Read this article and post your comments and questions for Matt Richtel by Nov. 14. By The Learning Network A small cohort of turkey hunters wants more people to understand the beauty and ...