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Training a Mentee Network by Transferring Knowledge from a Mentor Network [chapter]

Elnaz Jahani Heravi, Hamed Habibi Aghdam, Domenec Puig
2016 Lecture Notes in Computer Science  
We also propose a method for transferring knowledge from a bigger ConvNet to a smaller ConvNet without decreasing the accuracy.  ...  Our experiments on UECFood256 dataset show that state-of-art networks produce comparable results if we start transferring knowledge from an appropriate layer.  ...  Fig. 1 . 1 Our proposed method for transferring knowledge from a larger network called Mentor to a smaller network called Mentee.  ... 
doi:10.1007/978-3-319-49409-8_42 fatcat:eriicapwbjbkljfabb2skeknkq

Diving deeper into mentee networks [article]

Ragav Venkatesan, Baoxin Li
2016 arXiv   pre-print
In this article, we dive deeper into training these mid-sized networks on small datasets from scratch by drawing additional supervision from a large pre-trained network.  ...  One of the reasons for opting to use a pre-trained network over a network learnt from scratch is that small datasets provide less supervision and require meticulous regularization, smaller and careful  ...  We also try this with a mentee network that is initialized by unsupervised mentoring from the same mentor network.  ... 
arXiv:1604.08220v1 fatcat:evfhui5z3zedlg4punpzt6irz4

Systematic Knowledge Transfer: Individual Roadmaps Based on Knowledge Correlations

Maik Maurer, Heiner Kesper
2011 Insight  
The knowledge transfer can be systematized and the visualization of interrelated knowledge objects increases the workshop efficiency for mentor and mentee.  ...  This allows deriving relevant knowledge bundles to be transferred to the mentee.  ...  Here, a mentor and a mentee shall be supported while transferring knowledge in workshop discussions.  ... 
doi:10.1002/inst.201114128 fatcat:4a3ujiooebcd7bjivhu3lxesrq

How to set-up a long-distance mentoring program: a framework and case description of mentorship in HIV clinical trials

Lawrence Mbuagbaw, Lehana Thabane
2013 Journal of Multidisciplinary Healthcare  
key mentor and the mentee attributes; goals and expectations; environments, local support, a communication plan, funding, face-to-face contact, multidisciplinary collaboration, co-mentoring, and evaluation  ...  Drawing from our experiences with the first Canadian Institutes of Health Research -Canadian HIV Trials Network international postdoctoral fellowship program, we describe the roles of the context, the  ...  Professor Thabane is a clinical trials mentor for CIHR under the Randomized Controlled Trials (RCT) Mentorship Program. This paper is also partially supported by the CANNeCTIN program.  ... 
doi:10.2147/jmdh.s39731 pmid:23326200 pmcid:PMC3544344 fatcat:t3vuvqpxpfb5zhz637aweattcq

A genealogical approach to academic success

Mignon Wuestman, Koen Frenken, Iris Wanzenböck, Sandra Carvalho
2020 PLoS ONE  
The cognitive diversity of mentors has a subtler effect in that it increases both the likelihood of success (having many mentees later on) and failure (having no mentees at all later on).  ...  We look at the effect of Ph.D. supervisors (one's mentors) on the number of Ph.D. students that one supervises later on (one's mentees) as a measure of academic success.  ...  A genealogical network is a directed network that represents the channels of knowledge transmission from mentor to mentees, as well asreversely-the opportunities for invention by mentees who combine mentors  ... 
doi:10.1371/journal.pone.0243913 pmid:33332441 fatcat:wdm365pzcfdibngy5hm4xdqeuy

The mentoring of women for medical career development

Renate Petersen, Angelika Eggert, Ruth Grümmer, Ulrike Schara, Wolfgang Sauerwein
2012 International Journal of Mentoring and Coaching in Education  
It comprises mentoring, training and networking modules tailored for pre-and post-doctoral students at the Medical Faculty.  ...  Design/methodology/approach -Mentors and mentees provided feedback via standardised forms. Additional open-ended questions were interpreted by content analysis. Statistics were prepared using SPSS.  ...  Mentors distinguish themselves from their mentees by more extensive practical and organisation-specific knowledge from working in a related scientific field.  ... 
doi:10.1108/20466851211262888 fatcat:kwmhfd3dfbfntjhypsipvgtiza

INTEGRATING VULNERABLE AND MARGINALIZED GROUPS INTO VOCATIONAL EDUCATION AND TRAINING THROUGH INNOVATIVE SOLUTIONS

Alexandra David, Ileana Hamburg
2013 Problems of Education in the 21st Century  
of mentoring, social media (Web 2.0 and 3.0) as well as social networks.  ...  These present the latest examples from e.g. Greece, Spain or Italy.  ...  Acknowledgements This paper partially describes work within the innovation transfer projects NetKnowing 2.0, IBB2 and DIMENSAAI, supported by the LLL Leonardo da Vinci sub-programme.  ... 
doi:10.33225/pec/13.56.42 fatcat:bqxu6ccg75fsvfhf7dmy6zyppq

Blended Learning Using Peer Mentoring and WhatsApp for Building Capacity of Health Workers for Strengthening Immunization Services in Kenya

Iqbal Hossain, Isaac Mugoya, Lilian Muchai, Kirstin Krudwig, Nicole Davis, Lora Shimp, Vanessa Richart
2021 Global Health: Science and Practice Journal  
Evidence from available studies suggests that peer mentoring is a useful tool to build health workers' knowledge, skills, and practices.  ...  Future research to assess the comparative cost-benefit between classroom-based training and peer mentoring (along with WhatsApp networking) will be useful.  ...  We sincerely appreciate the mother and child health nurses who participated in the study as mentors and mentees.  ... 
doi:10.9745/ghsp-d-20-00421 pmid:33795370 pmcid:PMC8087436 fatcat:wf2kf3grhzc7flolp27zmvtdiq

Training Effectiveness from Guanxi Perspective in Mentoring System

Cheng-Hua Tsai, Ching-Hui, Tsai, Ching-Yi, Tsai
2014 International Journal of Human Resource Studies  
From mentor to mentee using focus group interview, there are 5 different chef de cuisine.  ...  This research is seeking to discuss how Guanxi influence training effectiveness between mentor and mentee.  ...  Applied this situation to training transfer in mentoring system, the guanxi between mentor and mentee would influence the learning transfer.  ... 
doi:10.5296/ijhrs.v4i1.5211 fatcat:ygvpinisqza47dtkfwy4um55lm

Six Degrees of Separation: An Exploratory Network Analysis of Mentoring Relationships in Pediatric Psychology

Brandon S. Aylward, Cathleen C. Odar, Emily D. Kessler, Kimberly S. Canter, Michael C. Roberts
2012 Journal of Pediatric Psychology  
Objective The present study is an exploratory social network analysis of mentee-mentor relationships in the field of pediatric psychology.  ...  Directed network analyses were conducted to examine features of the resulting mentoring network. Results Participants reported receiving mentoring in a wide variety of relationships and settings.  ...  The authors appreciate financial support from the Society of Pediatric Psychology in the completion of this project. Conflicts of interest: None declared.  ... 
doi:10.1093/jpepsy/jss078 pmid:22739360 fatcat:lrps4srpynbytbankksej4mwy4

Mentoring: Making the Transition From Mentee to Mentor

D. R. Holmes, P. K. Hodgson, R. D. Simari, R. A. Nishimura
2010 Circulation  
Mentoring is a 2-way street with transmission of experience from mentors to mentees, as well as explanation of new technology by mentees to mentors.  ...  Mentoring can involve a transfer of knowledge, of patterns of behavior, of skills, and of an approach to an accumulated body of information.  ... 
doi:10.1161/circulationaha.108.798321 pmid:20083720 fatcat:q2b5qprvfzfurg5e2nq6fvirku

Successes and Challenges of HIV Mentoring in Malawi: The Mentee Perspective

Emily Chien, Khumbo Phiri, Alan Schooley, Mackenzie Chivwala, John Hamilton, Risa M. Hoffman, Susan Marie Graham
2016 PLoS ONE  
Shortages of health workers at sites pose a challenge for mentoring programs because mentees are pulled from learning experiences to perform non-HIV-related clinic duties.  ...  From June-September 2014 we performed semi-structured, in-depth interviews with EQUIP mentees who had received mentoring for 1 year.  ...  Acknowledgments We thank the mentees and mentors at all EQUIP supported sites across Central and Northern Malawi.  ... 
doi:10.1371/journal.pone.0158258 pmid:27352297 pmcid:PMC4924818 fatcat:xs6jzbg3w5alfhflorplquft6e

Reflection of mentors and mentees at initiation of Faculty Mentorship Program at Aga Khan University: A perspective

Rehana Rehman, Fauzia Khan, Naila Kayani, Tazeen Saeed Ali
2022 Pakistan Journal of Medical Sciences  
Objectives: To explore perception of mentors and mentees about 'Mentorship Program at Aga Khan University Medical College (AKU-MC) from a structured feedback form Methods: A retrospective study was conducted  ...  Reflection of mentors and mentees at initiation of Faculty Mentorship Program at Aga Khan University: A perspective .  ...  , and work performance supported by the role of mentors by Coyne-Foresi M et al. 10 Literature also supports the training of mentors to further improve outcomes for optimally-mentored mentees. 11 n  ... 
doi:10.12669/pjms.38.6.5454 fatcat:udvgowkyrzhg5isgcad2cla52i

The Role of Mentoring in Promoting Diversity, Equity, and Inclusion in STEM Education and Research [article]

Andrea Marshall, Zer Vue, Caroline Palavicino-maggio, Elsie C. Spencer, Heather K. Beasley, Edgar Garza- Lopez, Zachary Conley, Kit Neikirk, Sandra A. Murray, Denise Martinez, Jamaine Davis, Lillian J. Brady (+3 others)
2021 bioRxiv   pre-print
However, URM trainees often experience inadequate mentoring due to their mentors inexperience with URM groups, poor mentorship training, or a lack of understanding of their mentees journey.  ...  To promote diversity, equity, and inclusion in STEM education and research, it is essential for mentors and mentees to work together with creativity, authenticity, and networking.  ...  Mentors can also be a supportive guide if mentees have ideas for driving DEI initiatives. The expertise that is required to maintain a successful research career is highly transferable into DEI.  ... 
doi:10.1101/2021.12.08.471502 fatcat:3vof4fqdbvgcho7tjb2i7syaji

A new approach to mentoring for research careers: the National Research Mentoring Network

Christine A. Sorkness, Christine Pfund, Elizabeth O. Ofili, Kolawole S. Okuyemi, Jamboor K. Vishwanatha, Maria Elena Zavala, Theresa Pesavento, Mary Fernandez, Anthony Tissera, Alp Deveci, Damaris Javier, Alexis Short (+43 others)
2017 BMC Proceedings  
NRMN offers a virtual portal to the Network and all NRMN program offerings for mentees and mentors across career development stages.  ...  Key highlights: NRMN serves as a national training hub for mentors and mentees striving to improve their relationships by better aligning expectations, promoting professional development, maintaining effective  ...  , and mentees.  ... 
doi:10.1186/s12919-017-0083-8 pmid:29375663 pmcid:PMC5773914 fatcat:l556rqta2rdudjbyt6py67g6xm
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