Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation. CVPR, 2019. 摘要 Vision-language navigation(VLN)任务是一项令一个在真实3D环境中的智能体按照给定的自然语言指令进行导航移动的任务。在这篇文章中,我们研究如何解决这个任务中的三个关键问题:跨模态的grounding...
【论文精读】Cross-modal Scene Graph Matching for Relationship-aware Image-Text Retrieval 加号的小栗子 目录 收起 论文标题 摘要 引言 方法 Visual Feature Embedding Textual Feature Embedding Similarity Function Loss Function Experiments Datasets and Evaluation Metrics 论文标题 基于关系感知的图像文本检索的...
It is argued that cross-modal matching has only limited applicability in the analysis of perceptual deficiencies in those with brain-damage. More positively, it is suggested that the poorer performance of the spastic group is a function of inexperience in independent mobility. Attention is drawn to...
Cross-modal matching of monosyllabic and bisyllabic items varying in phonotactic probability and lexicality doi:10.3389/flang.2025.1488399Frontiers in Language SciencesSanchez, Kauyumari
We propose a novel Reinforced Cross-Modal Matching (RCM) approach that enforces cross-modal grounding both locally and globally via reinforcement learning (RL) and further introduce a Self-Supervised Imitation Learning (SIL) method to explore unseen e...
matching an App image to search terms based on fine-tuning a pre-trained LXMERT model. We show that compared to the CLIP model and a baseline using a Transformer model for search terms, and a ResNet model for images, we significantly improve the matching accuracy. We evaluate our approach ...
网络模型配对 网络释义 1. 模型配对 研究员成功教导海洋公园的其中一条海豚 Ginsan,完成交错模型配对(cross-modal matching)作业。这是一项针对海豚辨认能力 … www.oceanpark.com.hk|基于3个网页
Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigatio 摘要 视觉语言导航(VLN)的任务是导航一个具体的代理,在真实的3D环境中执行自然语言命令。在这篇文章,我们研究如何解决这个任务中三个至关重要的挑战:跨交叉模态基标对准,不适定反馈,泛化问题。首先,我们提出了一...
2020-WACV-Cross-modal Scene Graph Matching for Relationship-aware Image-Text Retrieval 一、背景 图像-文本跨模态检索是一个具有挑战性的研究课题,当给定一个模态(图像或文本句子)的查询时,它的目标是从数据库中以另一个模态检索最相似的样本。这里的关键挑战是如何通过理解跨模式数据的内容和度量其语义相似性来...
2D–3D face matching using CCA. In FG ’08. 8th IEEE International Conference on Automatic Face & Gesture Recognition, 2008 (2008). Sharma, A. & Jacobs, D. W. Bypassing synthesis: Pls for face recognition with pose, low-resolution and sketch. In 2011 IEEE Conference on Computer Vision ...