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CPT: Colorful Prompt Tuning for Pre-trained Vision-Language Models [article]

Yuan Yao, Ao Zhang, Zhengyan Zhang, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun
2021 arXiv   pre-print
Pre-Trained Vision-Language Models (VL-PTMs) have shown promising capabilities in grounding natural language in image data, facilitating a broad variety of cross-modal tasks.  ...  To address the challenge, we present Cross-modal Prompt Tuning (CPT, alternatively, Colorful Prompt Tuning), a novel paradigm for tuning VL-PTMs, which reformulates visual grounding into a fill-in-the-blank  ...  RELATED WORK Pre-trained Vision-language Models.  ... 
arXiv:2109.11797v2 fatcat:tfccutusircitg24z63d5wtamq

DenseCLIP: Language-Guided Dense Prediction with Context-Aware Prompting [article]

Yongming Rao, Wenliang Zhao, Guangyi Chen, Yansong Tang, Zheng Zhu, Guan Huang, Jie Zhou, Jiwen Lu
2021 arXiv   pre-print
By further using the contextual information from the image to prompt the language model, we are able to facilitate our model to better exploit the pre-trained knowledge.  ...  Recent progress has shown that large-scale pre-training using contrastive image-text pairs can be a promising alternative for high-quality visual representation learning from natural language supervision  ...  from images to prompt pre-trained language model.  ... 
arXiv:2112.01518v1 fatcat:7jprs6sncfbdvml64r3reyumh4

Relational approach to knowledge engineering for POMDP-based assistance systems as a translation of a psychological model

Marek Grześ, Jesse Hoey, Shehroz S. Khan, Alex Mihailidis, Stephen Czarnuch, Dan Jackson, Andrew Monk
2014 International Journal of Approximate Reasoning  
Our previous work has described a knowledge driven method for automatically generating POMDP activity recognition and context sensitive prompting systems for complex tasks.  ...  POMDP models are a powerful, yet flexible framework for modelling assistance that can deal with uncertainty and utility.  ...  computer vision hand/towel trackers (centre) marginal probabilities over task features, client abilities and behaviours (right) color segmentation image. empty.  ... 
doi:10.1016/j.ijar.2013.03.006 fatcat:erf3m5ortrdhrddahcxlien33m

Artificial Intelligence in Translational Medicine

Simone Brogi, Vincenzo Calderone
2021 International Journal of Translational Medicine  
Consequently, during the last decade the system for managing, analyzing, processing and extrapolating information from scientific data has been considerably modified in several fields, including the medical  ...  between preclinical and clinical research, translational research is benefitting from computer-based approaches, transforming the design and execution of translational research, resulting in breakthroughs for  ...  ADHD IV >87% ADHD subtypes each condition) independently trained diverse SVM classifiers ML-based model Prediction of ADHD by employing CPT indices CPT indices from 458 children were used for training,  ... 
doi:10.3390/ijtm1030016 fatcat:c6g6ld26gjg6jbkcddauo44qvu

Abstract

1991 Bulletin of the Psychonomic Society  
) Tuning Curves for Reinforcement.  ...  EEG was sampled during early and late CPT performance. Detection accuracy decreased for all subjects between these periods.  ... 
doi:10.3758/bf03333973 fatcat:rgrc3vz6gbfcfhw5srwul35jr4

Abstracts Presented at the International Neuropsychological Society, the Swiss Neuropshchological Society (SVNP), and the German Neuropsychological Society (GNP) Meeting, July 26–30, 2006, Zurich, Switzerland

2006 Journal of the International Neuropsychological Society  
., Symbol Search, Coding, and CPT-II).  ...  A trend appeared for a Group by Vision by Coding interaction (p < .08). LHD patients performed more accurately with vision and for extrinsic features.  ...  Subjects with homonymous hemianopia often have difficulties to explore the visual environment and to search for objects because their vision at a glance is restricted to one hemifield.  ... 
doi:10.1017/s1355617706069955 fatcat:weo5fxgnqja2tlehcvrqmenrqe

Shifting to blended online learning and its impact on student performance: A case study for students enrolled in economic courses prior to COVID-19 emergency remote instruction

Dorina Tila, City University of New York (CUNY) Kingsborough Community College
2020 e-mentor  
I had a vision for this course, but technology hasn't caught up with it yet.  ...  The pre-defined templates can be customized for specific situations.  ...  CPT 280 Course Description This course is an introductory systems analysis and design course for systems/business analysts.  ... 
doi:10.15219/em86.1483 fatcat:pemtghchcrhmfgcb6r36fjy4ee

Functional Representation of Prototypes in LVQ and Relevance Learning [chapter]

Friedrich Melchert, Udo Seiffert, Michael Biehl
2016 Advances in Intelligent Systems and Computing  
The overall acceptance rate was 88% (63% for regular papers, 100% for compressed contributions and demonstration abstracts, and 91% for thesis abstracts).  ...  The Tesla K40 used for this research was donated by the NVIDIA Corporation.  ...  This work sheds light on research methods applicable for detecting online radicalism within the Reddit domain.  ... 
doi:10.1007/978-3-319-28518-4_28 fatcat:uwxvq6txmrba3ajulmblafgh2a

Joint Meeting of the FESN (Federation of the European Societies of Neuropsychology)/GNP (Gesellschaft für Neuropsychologie) September 12–14, 2013, Berlin, Germany

2013 Behavioural Neurology  
In a pre-/post-test design the adaptive working memory training was compared to a placebo training and a no-training condition. Training took place 3 times a week for 45 minutes over one month.  ...  The adaptive working memory training was compared to a placebo training condition in a pre-/post-test design.  ...  Both types of binding were examined in a working memory (WM) task using the same (non-spatial) fea-tures: shape and color.  ... 
doi:10.1155/2013/976782 fatcat:xln76cklwzhvne2ry4fwxm4jzm

Joint Meeting of the FESN (Federation of the European Societies of Neuropsychology)/GNP (Gesellschaft für Neuropsychologie) September 12-14, 2013, Berlin, Germany

2013 Behavioural Neurology  
In a pre-/post-test design the adaptive working memory training was compared to a placebo training and a no-training condition. Training took place 3 times a week for 45 minutes over one month.  ...  The adaptive working memory training was compared to a placebo training condition in a pre-/post-test design.  ...  Both types of binding were examined in a working memory (WM) task using the same (non-spatial) fea-tures: shape and color.  ... 
doi:10.3233/ben-139900 pmid:28149002 pmcid:PMC5215690 fatcat:f4olin3ogfg7zlznht4ryjbtym

Abstracts Presented at the Thirtieth Annual International Neuropsychological Society Conference, February 13???16, 2002 Toronto, Canada

2002 Journal of the International Neuropsychological Society  
final answer for each item.  ...  In this study, we evaluated a group of 37 healthy adults older than 75 years, with normal or corrected to normal vision and hearing, and scores higher than 26 on the MMSE (Folstein et al., 1975).  ...  " aisles: pre-training: 11, post-training: 2).  ... 
doi:10.1017/s1355617702822019 fatcat:3oxum6t47jhxdkyttu2aqc2mwi

Faculty Development and a Graduate Course for Pre-Service and In-Service Faculty: Finding and Enacting a Professional Identity in Basic Writing

Karen S. Uehling
2018 Journal of Basic Writing  
I share these stories with you, in part, to consider the call for more teacher training and professional development in BW.  ...  Because of this fluidity, teacher training also is not a commodity or even an insurance policy for a better, more sustainable career.  ...  This vision of BW is not as easy to achieve as we might hope.  ... 
doi:10.37514/jbw-j.2018.37.1.04 fatcat:4ab7nwej2vdddgehoot2t2sezm

Abstracts of the 16th Annual Meeting of The Israel Society for Neuroscience: Eilat, Israel, November 25–27, 2007

2007 Neural Plasticity  
The Israel Society for Neuroscience—ISFN—was founded in 1993 by a group of Israeli leading scientists conducting research in the area of neurobiology.  ...  The meeting also offers the opportunity for the researchers to exchange information with each other, often leading to the initiation of collaborative studies.  ...  Thus, the results indicate that the processing of monochromatic perceptual functions in color-blinded persons is superior to that of people with normal color vision.  ... 
doi:10.1155/2007/30585 pmid:25148070 pmcid:PMC2366074 fatcat:u4tjfw6shnaxpnzwezieeiqnpm

Abstracts of the 12th Annual Meeting of Israel Society for Neuroscience

2003 Neural Plasticity  
This behavioral protocol was suggested as a rat model for PTSD. Previous studies have demonstrated that stress impairs LTP.  ...  These data indicate that PRS-211,375, a CB2 selective agonist may be a potent analgesic compound for treatment of inflammatory related pain. computerized cognitive tasks, including the IVA CPT, Spatial  ...  That is, perhaps training with color pop-out transfers to orientation search in the same hemisphere, and orientation lraining transfers to color erformance in the other.  ... 
doi:10.1155/np.2003.179 pmid:14712829 pmcid:PMC2565426 fatcat:4midzhgcurdejakjjwizqvpguq

Computer and Information Science, Vol. 2, No. 2, May 2009, all in one file, Part B

Editor CIS
2009 Computer and Information Science  
Majority of traditional access control models were passive data-protections, which were not suitable for large and complex multi-user interactive applications.  ...  In this paper, we develop a general model to control users' behaviors based on their roles actively, and proposes a framework of well-defined Formal Description for developers to build application-level  ...  An interesting example is that when you hold a tuning fork that is tuned to the frequency of a G note.  ... 
doi:10.5539/cis.v2n2p0b fatcat:kywdpkambnh47cgz47qbkfcfqa
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