Zobrazeno 1 - 10
of 291
pro vyhledávání: '"ZHOU Jinghao"'
Recently, 3D generative models have made impressive progress, enabling the generation of almost arbitrary 3D assets from text or image inputs. However, these approaches generate objects in isolation without any consideration for the scene where they
Externí odkaz:
http://arxiv.org/abs/2312.12419
Contrastive language-image pre-training (CLIP) serves as a de-facto standard to align images and texts. Nonetheless, the loose correlation between images and texts of web-crawled data renders the contrastive objective data inefficient and craving for
Externí odkaz:
http://arxiv.org/abs/2210.09304
Masked autoencoders have become popular training paradigms for self-supervised visual representation learning. These models randomly mask a portion of the input and reconstruct the masked portion according to the target representations. In this paper
Externí odkaz:
http://arxiv.org/abs/2209.03917
The success of language Transformers is primarily attributed to the pretext task of masked language modeling (MLM), where texts are first tokenized into semantically meaningful pieces. In this work, we study masked image modeling (MIM) and indicate t
Externí odkaz:
http://arxiv.org/abs/2111.07832
Autor:
Wang, Guotai, Zhai, Shuwei, Lasio, Giovanni, Zhang, Baoshe, Yi, Byong, Chen, Shifeng, Macvittie, Thomas J., Metaxas, Dimitris, Zhou, Jinghao, Zhang, Shaoting
Computed Tomography (CT) plays an important role in monitoring radiation-induced Pulmonary Fibrosis (PF), where accurate segmentation of the PF lesions is highly desired for diagnosis and treatment follow-up. However, the task is challenged by ambigu
Externí odkaz:
http://arxiv.org/abs/2109.14172
Autor:
Lin, Weidong, Deng, Yuyan, Gao, Yang, Wang, Ning, Zhou, Jinghao, Liu, Lingqiao, Zhang, Lei, Wang, Peng
Given a query patch from a novel class, one-shot object detection aims to detect all instances of that class in a target image through the semantic similarity comparison. However, due to the extremely limited guidance in the novel class as well as th
Externí odkaz:
http://arxiv.org/abs/2104.14984