Výsledky vyhľadávania - Zero coding Visualization

Big Data Visualization: Allotting by R and Python with GUI Tools Autor Fahad, S.K. Ahammad, Yahya, Abdulsamad Ebrahim

“… Data visualization techniques are authenticated scientifically as thousand times reliable rather than textual representation…”
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Compact Latent Primitive Space Learning for Compositional Zero-Shot Learning Autor Jiang, Han, Chen, Chaofan, Yang, Xiaoshan, Xu, Changsheng

“…Compositional zero-shot learning (CZSL) aims to recognize novel compositions formed by known primitives…”
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Scalable Zero-Shot Learning via Binary Visual-Semantic Embeddings Autor Shen, Fumin, Zhou, Xiang, Yu, Jun, Yang, Yang, Liu, Li, Shen, Heng Tao

“…Zero-shot learning aims to classify the visual instances from unseen classes in the absence of training examples…”
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Zero-shot Referring Image Segmentation with Global-Local Context Features Autor Yu, Seonghoon, Seo, Paul Hongsuck, Son, Jeany

“… To overcome this issue, we propose a simple yet effective zero-shot referring image segmentation method by leveraging the pre-trained cross-modal knowledge from CLIP…”
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Zero-Shot Learning via Latent Space Encoding Autor Yu, Yunlong, Ji, Zhong, Guo, Jichang, Zhang, Zhongfei

“…Zero-shot learning (ZSL) is typically achieved by resorting to a class semantic embedding space to transfer the knowledge from the seen classes to unseen ones…”
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Adaptive Fusion Learning for Compositional Zero-Shot Recognition Autor Min, Lingtong, Fan, Ziman, Wang, Shunzhou, Dou, Feiyang, Li, Xin, Wang, Binglu

“…Compositional Zero-Shot Learning (CZSL) aims to learn visual concepts (i.e., attributes and objects…”
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Transductive Zero-Shot Hashing for Multilabel Image Retrieval Autor Zou, Qin, Cao, Ling, Zhang, Zheng, Chen, Long, Wang, Song

“…Hash coding has been widely used in the approximate nearest neighbor search for large-scale image retrieval…”
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SORT3D: Spatial Object-centric Reasoning Toolbox for Zero-Shot 3D Grounding Using Large Language Models Autor Zantout, Nader, Zhang, Haochen, Kachana, Pujith, Qiu, Jinkai, Chen, Guofei, Zhang, Ji, Wang, Wenshan

“… Thus, it is important for methods to learn from little data and zero-shot generalize to new environments…”
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Part-Aware Unified Representation of Language and Skeleton for Zero-Shot Action Recognition Autor Zhu, Anqi, Ke, Qiuhong, Gong, Mingming, Bailey, James

“…While remarkable progress has been made on supervised skeleton-based action recognition, the challenge of zero-shot recognition remains relatively unexplored…”
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Leveraging Visual Captions for Enhanced Zero-Shot HOI Detection Autor Zeng, Yanqing, Mao, Yunyao, Lu, Zhenbo, Zhou, Wengang, Li, Houqiang

“…Zero-shot Human-Object Interaction (HOI) detection aims to identify both seen and unseen HOI categories in an image…”
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Cross-Modal Zero-Shot-Learning for Tactile Object Recognition Autor Liu, Huaping, Sun, Fuchun, Fang, Bin, Guo, Di

“… The proposed method is based on dictionary learning and we impose different penalty terms on coding vectors between visual and tactile modalities…”
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Compressing Unknown Images With Product Quantizer for Efficient Zero-Shot Classification Autor Li, Jin, Lan, Xuguang, Liu, Yang, Wang, Le, Zheng, Nanning

“…For Zero-Shot Learning (ZSL), the Nearest Neighbor (NN) search is generally conducted for classification, which may cause unacceptable computational complexity for large-scale datasets…”
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Image Encryption Based on Fourier-DNA Coding for Hyperchaotic Chen System, Chen-Based Binary Quantization S-box, and Variable-Base Modulo Operation Autor Alexan, Wassim, El-Damak, Dina, Gabr, Mohamed

“… For the first encryption stage, the discrete Fourier transform (DFT) of the numerical solution of the fractional-order Chen system is obtained, quantized, and employed in carrying out DNA coding…”
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BL-JUNIPER: A CNN-Assisted Framework for Perceptual Video Coding Leveraging Block-Level JND Autor Nami, Sanaz, Pakdaman, Farhad, Hashemi, Mahmoud Reza, Shirmohammadi, Shervin

“… This can be a natural solution for setting the compression for each video region in perceptual video coding…”
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Reversible Data Hiding in JPEG Images Autor Huang, Fangjun, Qu, Xiaochao, Kim, Hyoung Joong, Huang, Jiwu

“…Among various digital image formats used in daily life, the Joint Photographic Experts Group (JPEG) is the most popular. Therefore, reversible data hiding…”
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Recognition of Unseen Bird Species by Learning from Field Guides Autor Rodriguez, Andres C., D'Aronco, Stefano, Daudt, Rodrigo Caye, Wegner, Jan D., Schindler, Konrad

“…We exploit field guides to learn bird species recognition, in particular zero-shot recognition of unseen species…”
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General Framework to Reversible Data Hiding for JPEG Images With Multiple Two-Dimensional Histograms Autor Weng, Shaowei, Zhou, Ye, Zhang, Tiancong, Xiao, Mengyao, Zhao, Yao

“…) images with multiple two dimensional histograms (2DHs) is proposed. Regardless of whether zero alternating current (AC…”
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Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability, Composability, and Decomposability from Anatomy via Self-Supervision Autor Taher, Mohammad Reza Hosseinzadeh, Gotway, Michael B., Liang, Jianming

“…; deep learning excels in learning multi-level feature spaces, but they often lack explicit coding of part-whole relations, a prominent property of medical imaging…”
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HOICLIP: Efficient Knowledge Transfer for HOI Detection with Vision-Language Models Autor Ning, Shan, Qiu, Longtian, Liu, Yongfei, He, Xuming

“… However, such approaches often rely on large-scale training data and suffer from inferior performance under few/zero-shot scenarios…”
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Unsupervised Domain Adaptation for Zero-Shot Learning Autor Kodirov, Elyor, Tao Xiang, Zhenyong Fu, Shaogang Gong

“…Zero-shot learning (ZSL) can be considered as a special case of transfer learning where the source and target domains have different tasks/label spaces…”
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