DynRefer: Delving into Region-level Multi-modality Tasks via Dynamic Resolution

1 code implementation • 25 May 2024 • Yuzhong Zhao, Feng Liu, Yue Liu, Mingxiang Liao, Chen Gong, Qixiang Ye, Fang Wan

Unfortunately, most of existing methods using fixed visual inputs remain lacking the resolution adaptability to find out precise language descriptions.

AttentionShift: Iteratively Estimated Part-Based Attention Map for Pointly Supervised Instance Segmentation

no code implementations • CVPR 2023 • Mingxiang Liao, Zonghao Guo, Yuze Wang, Peng Yuan, Bailan Feng, Fang Wan

Pointly supervised instance segmentation (PSIS) learns to segment objects using a single point within the object extent as supervision.

Instance Segmentation Object +2