Zobrazeno 1 - 10
of 496
pro vyhledávání: '"Luo, Zhongxuan"'
In recent years, the knowledge surrounding diffusion models(DMs) has grown significantly, though several theoretical gaps remain. Particularly noteworthy is prior error, defined as the discrepancy between the termination distribution of the forward p
Externí odkaz:
http://arxiv.org/abs/2410.13431
Autor:
Han, Xingjian, Jiang, Yu, Wang, Weiming, Fang, Guoxin, Gill, Simeon, Zhang, Zhiqiang, Wang, Shengfa, Saito, Jun, Kumar, Deepak, Luo, Zhongxuan, Whiting, Emily, Wang, Charlie C. L.
Joint injuries, and their long-term consequences, present a substantial global health burden. Wearable prophylactic braces are an attractive potential solution to reduce the incidence of joint injuries by limiting joint movements that are related to
Externí odkaz:
http://arxiv.org/abs/2408.16659
Texture mapping is a common technology in the area of computer graphics, it maps the 3D surface space onto the 2D texture space. However, the loose texture space will reduce the efficiency of data storage and GPU memory addressing in the rendering pr
Externí odkaz:
http://arxiv.org/abs/2406.04115
Underwater object detection suffers from low detection performance because the distance and wavelength dependent imaging process yield evident image quality degradations such as haze-like effects, low visibility, and color distortions. Therefore, we
Externí odkaz:
http://arxiv.org/abs/2308.12738
Recently, there has been a growing interest in constructing deep learning schemes for Low-Light Vision (LLV). Existing techniques primarily focus on designing task-specific and data-dependent vision models on the standard RGB domain, which inherently
Externí odkaz:
http://arxiv.org/abs/2308.03381
Autor:
Liu, Jinyuan, Liu, Zhu, Wu, Guanyao, Ma, Long, Liu, Risheng, Zhong, Wei, Luo, Zhongxuan, Fan, Xin
Multi-modality image fusion and segmentation play a vital role in autonomous driving and robotic operation. Early efforts focus on boosting the performance for only one task, \emph{e.g.,} fusion or segmentation, making it hard to reach~`Best of Both
Externí odkaz:
http://arxiv.org/abs/2308.02097
Sampling from diffusion probabilistic models (DPMs) can be viewed as a piecewise distribution transformation, which generally requires hundreds or thousands of steps of the inverse diffusion trajectory to get a high-quality image. Recent progress in
Externí odkaz:
http://arxiv.org/abs/2307.11308
With the widespread application of optimal transport (OT), its calculation becomes essential, and various algorithms have emerged. However, the existing methods either have low efficiency or cannot represent discontinuous maps. A novel reusable neura
Externí odkaz:
http://arxiv.org/abs/2306.08233
Image fusion plays a key role in a variety of multi-sensor-based vision systems, especially for enhancing visual quality and/or extracting aggregated features for perception. However, most existing methods just consider image fusion as an individual
Externí odkaz:
http://arxiv.org/abs/2305.15862
Improving the visual quality of the given degraded observation by correcting exposure level is a fundamental task in the computer vision community. Existing works commonly lack adaptability towards unknown scenes because of the data-driven patterns (
Externí odkaz:
http://arxiv.org/abs/2212.14245