[ICCV 2023] NeRF提点的Magic Loss —— S3IM随机结构相似性 本文介绍一下我组在ICCV2023的论文“S3IM: Stochastic Structural SIMilarity and Its Unreasonable Effectiveness for Neural Fields”。 S3IM这个工作背后的想法实际上很简洁,从这个idea在脑海里形成到最后提交到ICCV2023不过2个月时间。 用一句话来总结这...
尽管在高质量图像的high-level视觉任务中取得了进展,但当将低光图像增强(LLIE)方法与高级视觉任务结合时,性能会下降。这是由于现有的LLIE方法虽然增强了人眼的视觉效果,但可能与机器视觉不太匹配(模式不匹配),因为它们可能会损害物体的重要特征,如边缘和纹理。 此外,大家都知道低光照图像的像素分布差异很大,这会导致...
Low-level vision Machine learning (other than deep learning) Medical and biological vision, cell microscopy Multimodal learning Optimization methods (other than deep learning) Photogrammetry and remote sensing Physics-based vision and shape-from-X ...
Zheng Chen, Yulun Zhang, Jinjin Gu, Linghe Kong, Xiaokang Yang, Fisher Yu; Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023, pp. 12312-12321 Abstract Transformer has recently gained considerable popularity in low-level vision tasks, including image super-resoluti...
本文是由白小鱼博主整理的ICCV 2023会议中,与联邦学习相关的论文合集及摘要翻译。 MAS: Towards Resource-Efficient Federated Multiple-Task Learning Authors: Weiming Zhuang; Yonggang Wen; Lingjuan Lyu; Shuai Zhang Conference : Proceedings of the IEEE/CVF Interna...
在最新的视觉顶会 ICCV 2023 会议中,涌现出大量基于生成式AIGC的CV论文,尤其是扩散模型diffusion为代表!除直接生成,还广泛应用在其它各类 low-level、high-level 视觉任务! 本文集齐和梳理ICCV 2023里共30+方向、近百篇的AIGC论文!下述论文均已分类打包好! 关注公众号【机器学习与AI生成创作】公众号,在后台回复...
Link:https://iccv2023.thecvf.com/ WhenOct 2, 2023 - Oct 6, 2023 WhereParis, France Submission DeadlineMar 8, 2023 Notification DueMay 23, 2023 Categoriescomputer visionvision Call For Papers The ICCV 2023 submission guidelines were constructed in reference to recent computer vision conferences,...
[ICCV 2023] VPD is a framework that leverages the high-level and low-level knowledge of a pre-trained text-to-image diffusion model to downstream visual perception tasks. - wl-zhao/VPD
UpdatedNov 16, 2023 Python [ICCV 2023] Pytorch implementation of "S3IM: Stochastic Structural SIMilarity and Its Unreasonable Effectiveness for Neural Fields". nerfneusneural-radiance-fieldsiccv2023s3im UpdatedSep 15, 2023 Python [ICCV 2023] Implicit Neural Representation for Cooperative Low-light Image...
【论文题目】Implicit Neural Representation for Cooperative Low-light Image Enhancement 【出处】ICCV 2023 【原文链接】https://arxiv.org/pdf/2303.11722.pdf 【代码链接】(已开源) https://github.com/Ysz2022/NeRCo 导读 本文聚焦于解决制约暗光算法应用的三个问题:训练集和现实暗光场景的退化特征的差异,现有的...