27 citations · 69 across the 34 of their papers we have counts for
4 papers · 1 filter
OpenSlot: Mixed Open-Set Recognition with Object-Centric Learning
Xu Yin, Fei Pan, Guoyuan An +3
Existing open-set recognition (OSR) studies typically assume that each image contains only one class label, with the unknown test set (negative) having a disjoint label space from…
Fine-grained Background Representation for Weakly Supervised Semantic Segmentation
Xu Yin, Woobin Im, Dongbo Min +3
Generating reliable pseudo masks from image-level labels is challenging in the weakly supervised semantic segmentation (WSSS) task due to the lack of spatial information. Prevalent…
Accurate and Fast Pixel Retrieval with Spatial and Uncertainty Aware Hypergraph Diffusion
Guoyuan An, Yuchi Huo, Sung-Eui Yoon
This paper presents a novel method designed to enhance the efficiency and accuracy of both image retrieval and pixel retrieval. Traditional diffusion methods struggle to propagate…
Neural Rendering and Its Hardware Acceleration: A Review
Xinkai Yan, Jieting Xu, Yuchi Huo +1
Neural rendering is a new image and video generation method based on deep learning. It combines the deep learning model with the physical knowledge of computer graphics, to obtain…