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A Unified Process for Visual-Interactive Labeling [article]

Jürgen Bernard, Matthias Zeppelzauer, Michael Sedlmair, Wolfgang Aigner
2017 Eurographics Conference on Visualization  
Based on a review of differences and commonalities, we propose the 'Visual-Interactive Labeling' (VIAL) process, conflating the strengths of both.  ...  In this paper, we study the process of labeling data instances with the user in the loop, from both the machine learning and visual-interactive perspective.  ...  The Visual-Interactive Labeling Process Based on a review of related works in AL and VIS, we propose the VIAL process.  ... 
doi:10.2312/eurova.20171123 dblp:conf/vissym/BernardZSA17 fatcat:tazypy4jkvahdevqaetw6yrb74

Optimizing star-coordinate visualization models for effective interactive cluster exploration on big data

Keke Chen
2014 Intelligent Data Analysis  
The most challenging step is visualizing multidimensional data and allowing a user to interactively explore the data to identify clustering structures.  ...  This study is critical to generating effective visualization and minimizing the computational cost for visualizing data clusters for big data in the cloud. keyword Interactive Multidimensional Data Visualization  ...  Interactive visual exploration is a perfect tool for cluster analysis for several reasons. (1) Clustering is fundamentally an iterative exploration process.  ... 
doi:10.3233/ida-140633 fatcat:evtog4a65nbjxlpncpy3dbrkvu

A Visual Interactive Framework for Formal Derivation [chapter]

Paul Agron, Leo Bachmair, Frank Nielsen
2005 Lecture Notes in Computer Science  
We describe a visual interactive framework that supports the computation of syntactic unifiers of expressions with variables. Unification is specified via built-in transformation rules.  ...  The software tool provides both a debugger-style presentation of a derivation and its history, and a graphical view of the expressions generated during the unification process.  ...  A key aspect of the project has been its emphasis on visualizing formal derivation processes, and in fact it provides a blueprint for the design of educational software tools for similar applications.  ... 
doi:10.1007/11428831_127 fatcat:32r22xy4orfitnrs2zh2thnoai

UIGR: Unified Interactive Garment Retrieval [article]

Xiao Han, Sen He, Li Zhang, Yi-Zhe Song, Tao Xiang
2022 arXiv   pre-print
In this paper, we propose a Unified Interactive Garment Retrieval (UIGR) framework to unify TGR and VCR. To this end, we first contribute a large-scale benchmark suited for both problems.  ...  Interactive garment retrieval (IGR) aims to retrieve a target garment image based on a reference garment image along with user feedback on what to change on the reference garment.  ...  In this paper, for the first time, we propose Unified Interactive Garment Retrieval (UIGR) to unify the two tasks in a single framework.  ... 
arXiv:2204.03111v1 fatcat:apfoq7y3fvck7a7rdh7z55aogq

NIMBUS: A Hybrid Cloud-Crowd Realtime Architecture for Visual Learning in Interactive Domains [article]

Nick DePalma, Cynthia Breazeal
2016 arXiv   pre-print
We propose a novel method to exchange quality for speed of response.  ...  Further, we back this assertion with empirical findings from experiments performed with Amazon Mechanical Turk and find that our method improves quality in exchange for response time in our cognitive architecture  ...  We want to also thank Hae Won Park for her many comments on earlier drafts of this paper, Jeff Orkin for his creativity and Rob Miller for his leadership in pushing a crowdsourcing agenda that has been  ... 
arXiv:1602.07641v1 fatcat:bjg3jyymmjh6pf4hdhnvpm7od4

Combining Cluster and Outlier Analysis with Visual Analytics [article]

Jürgen Bernard, Eduard Dobermann, Michael Sedlmair, Dieter W. Fellner
2017 Eurographics Conference on Visualization  
In this work, we present a visual analytics tool that allows the combined analysis of clusters and outliers.  ...  The usefulness of the combined analysis is demonstrated using the example of labeling unknown data sets.  ...  Acknowledgments We thank the Machine Learning Group at the University of Waikato for providing the WEKA [SF16] , the Database Systems Group at Ludwig Maximilian University of Munich for providing the  ... 
doi:10.2312/eurova.20171114 dblp:conf/vissym/BernardDSF17 fatcat:7yvpcaioqvfdtigtk2tahgvkpq

hiPathDB: a human-integrated pathway database with facile visualization

N. Yu, J. Seo, K. Rho, Y. Jang, J. Park, W. K. Kim, S. Lee
2011 Nucleic Acids Research  
The entity-level integration creates a single unified pathway that encompasses all pathways by merging common components.  ...  The layout algorithm is optimized for virtually automatic visualization of the pathways. hiPathDB is available at http://hiPathDB.kobic.re.kr.  ...  They also appreciate Ms Sun Young Ji and Mr Ji Han Kim for helping the website construction.  ... 
doi:10.1093/nar/gkr1127 pmid:22123737 pmcid:PMC3245021 fatcat:jgvmx22u3bebrn7sihq3v32lxq

GEN-VLKT: Simplify Association and Enhance Interaction Understanding for HOI Detection [article]

Yue Liao, Aixi Zhang, Miao Lu, Yongliang Wang, Xiaobo Li, Si Liu
2022 arXiv   pre-print
In specific, we extract text embeddings for all labels with CLIP to initialize the classifier and adopt a mimic loss to minimize the visual feature distance between GEN and CLIP.  ...  This paper proposes a Visual-Linguistic Knowledge Transfer (VLKT) training strategy to enhance interaction understanding by transferring knowledge from a visual-linguistic pre-trained model CLIP.  ...  We design a Visual Embedding Mimicking mechanism to pull the interaction feature into such unified space by pulling the distance between the interaction feature and CLIP visual embedding.  ... 
arXiv:2203.13954v2 fatcat:7enkvpzswvcilmnmz5r4ulo5hq

X-modaler: A Versatile and High-performance Codebase for Cross-modal Analytics [article]

Yehao Li and Yingwei Pan and Jingwen Chen and Ting Yao and Tao Mei
2021 arXiv   pre-print
Nevertheless, there has not been an open-source codebase in support of training and deploying numerous neural network models for cross-modal analytics in a unified and modular fashion.  ...  for other tasks in cross-modal analytics, including visual question answering, visual commonsense reasoning, and cross-modal retrieval.  ...  This codebase unifies comprehensive high-quality modules in state-of-the-art vision-language techniques, which are organized in a standardized and user-friendly fashion.  ... 
arXiv:2108.08217v1 fatcat:bqgpmnijcfd2li5xo2xc2gy4mu

MitoVis: A Visually-guided Interactive Intelligent System for Neuronal Mitochondria Analysis [article]

JunYoung Choi, Hakjun Lee, Suyeon Kim, Seok-Kyu Kwon, Won-Ki Jeong
2021 arXiv   pre-print
To address these issues, we introduce MitoVis, a novel visualization system for end-to-end data processing and interactive analysis of the morphology of neuronal mitochondria.  ...  MitoVis also provides novel visual guides and interactive proofreading functions so that the users can quickly identify and correct errors in the result with minimal effort.  ...  Visually-guided interactive learning cycle: The above label correction process creates a correction cycle as shown in Fig. 8 yellow lines.  ... 
arXiv:2109.01351v1 fatcat:rattctrqrzc5pcmdr6q7yup234

NetV.js: A web-based library for high-efficiency visualization of large-scale graphs and networks

Dongming Han, Jiacheng Pan, Xiaodong Zhao, Wei Chen
2021 Visual Informatics  
However, a key challenge remains in the high-efficiency visualization of large-scale graph data.  ...  A number of visualization design tools and programming toolkits have been widely used in graph-related applications.  ...  Label plugin A label-drawing plugin is implemented to help create labels for elements (R5).  ... 
doi:10.1016/j.visinf.2021.01.002 fatcat:js2qoyslfbd7dncrbg6425oaqy

The Split-Brain Phenomenon Revisited: A Single Conscious Agent with Split Perception

Yair Pinto, Edward H.F de Haan, Victor A.F. Lamme
2017 Trends in Cognitive Sciences  
Finally, the strongest proof for a breakdown of unified consciousness, the response  visual field interaction, does not hold for all split-brain patients.  ...  Second, the most convincing argument against unified consciousness in split-brain patients (the response  visual field interaction) does not hold for all split-brain patients.  ... 
doi:10.1016/j.tics.2017.09.003 pmid:28958646 fatcat:n5kutlfcm5g5nfmkkka2dqdbaa

Web App Design for Surface Plasmon Resonance Signal Processing

Isa Anshori, Mahendra Baleno Rama, Rey Ezra, Suksmandhira Harimurti, Gilang Gumilar, Muhammad Yusuf, Silmina Prastriyati Sari, Brian Yuliarto, Wyanda Arnafia
2020 2020 International Conference on Radar, Antenna, Microwave, Electronics, and Telecommunications (ICRAMET)  
Bokeh was chosen as a Python library for visualizing data into an interactive graph. The graph features are label, tooltips, and interactive legend. A SPR data can have various signal responses.  ...  Hence, we propose a new approach for interactively visualizing SPR data by designing a web app platform. By this platform, user/operator can directly upload the SPR data output file in the web app.  ...  of Indonesia for Covid-19 (TFRIC-19 ) Non-PCR test Subgroup as well as PT Tekad Mandiri Citra (TMC) for the generous support in providing the NanoSPR8 equipment for this research work.  ... 
doi:10.1109/icramet51080.2020.9298653 fatcat:z4qs5n77yrcbrnfed3xrlzbkry

BJTU TRECVID 2006 Video Retrieval System

Shikui Wei, Yao Zhao, Zhenfeng Zhu, Nan Liu, Yufeng Zhao, Liang Zhang, Fang Wang
2006 TREC Video Retrieval Evaluation  
For the interactive search task, our approach gives high scores to the true relevant results by only labeling a very small set of positives.  ...  some natural language processing techniques.  ...  Label probabilistically from view A using classifier A.u Loop until the number of iterations is met a) Build Classifier B using with Classifier A's labels and , Two final classifiers, A and B, for predicting  ... 
dblp:conf/trecvid/Wei0ZLZZW06 fatcat:jnexkf5h3vd6dopocuggulvhyy

Integrative Analysis of Metabolic Models – from Structure to Dynamics

Anja Hartmann, Falk Schreiber
2015 Frontiers in Bioengineering and Biotechnology  
Interaction techniques allow the exploration and visual analysis thereby leading to a broader understanding of the behavior and functionality of the underlying biological system.  ...  The characterization of biological systems with respect to their behavior and functionality based on versatile biochemical interactions is a major challenge.  ...  ., 2011) is the Process Description sub-language visualizing the temporal dependencies of biological interactions in detail and is thus suited for the metabolic models encoded in the unified graph.  ... 
doi:10.3389/fbioe.2014.00091 pmid:25674560 pmcid:PMC4306315 fatcat:begf6j3fazhqpfkua6pmgovhmq
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