54 citations · 169 across the 10 of their papers we have counts for
4 papers · 1 filter
Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification
Pei Liu, Luping Ji, Xinyu Zhang +1
Given the special situation of modeling gigapixel images, multiple instance learning (MIL) has become one of the most important frameworks for Whole Slide Image (WSI) classificatio…
ProtoDiv: Prototype-guided Division of Consistent Pseudo-bags for Whole-slide Image Classification
Rui Yang, Pei Liu, Luping Ji
Due to the limitations of inadequate Whole-Slide Image (WSI) samples with weak labels, pseudo-bag-based multiple instance learning (MIL) appears as a vibrant prospect in WSI classi…
Shared Coupling-bridge for Weakly Supervised Local Feature Learning
Jiayuan Sun, Jiewen Zhu, Luping Ji
Sparse local feature extraction is usually believed to be of important significance in typical vision tasks such as simultaneous localization and mapping, image matching and 3D rec…
Geometry Attention Transformer with Position-aware LSTMs for Image Captioning
Chi Wang, Yulin Shen, Luping Ji
In recent years, transformer structures have been widely applied in image captioning with impressive performance. For good captioning results, the geometry and position relations o…