Filters








99 Hits in 3.9 sec

Learning zeroth class dictionary for human action recognition [article]

Jia-xin Cai, Xin Tang, Lifang Zhang, Guocan Feng
<span title="2016-09-28">2016</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this paper, a discriminative two-phase dictionary learning framework is proposed for classifying human action by sparse shape representations, in which the first-phase dictionary is learned on the selected  ...  We propose a "zeroth class" trick for detecting undiscriminating frames of the test video and eliminating them before voting on the action categories.  ...  Sect.3 presents the zeroth class dictionary learning framework for human action recognition.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1603.04015v3">arXiv:1603.04015v3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/e5zzrvgzqnewnfaqycliwewsy4">fatcat:e5zzrvgzqnewnfaqycliwewsy4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200827152749/https://arxiv.org/pdf/1603.04015v3.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/1f/a1/1fa157063c3bb104be0685440e8f40e8ee8697ed.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1603.04015v3" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Going Deeper into Action Recognition: A Survey [article]

Samitha Herath, Mehrtash Harandi, Fatih Porikli
<span title="2017-02-01">2017</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Understanding human actions in visual data is tied to advances in complementary research areas including object recognition, human dynamics, domain adaptation and semantic segmentation.  ...  Over the last decade, human action analysis evolved from earlier schemes that are often limited to controlled environments to nowadays advanced solutions that can learn from millions of videos and apply  ...  Basura Fernando for fruitful discussions and encouragement comments given for this work.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1605.04988v2">arXiv:1605.04988v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7727tjctgfffzlnig5rvicxjgq">fatcat:7727tjctgfffzlnig5rvicxjgq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191023084054/https://arxiv.org/pdf/1605.04988v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/4f/29/4f298d6d0c8870acdbf94fe473ebf6814681bd1f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1605.04988v2" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Action recognition via spatio-temporal local features: A comprehensive study

Xiantong Zhen, Ling Shao
<span title="">2016</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/z7tk7kanxjcz7hgk77ae6t3ofy" style="color: black;">Image and Vision Computing</a> </i> &nbsp;
In this paper, we provide a comprehensive study on these local methods for human action recognition.  ...  Local methods based on spatio-temporal interest points (STIPs) have shown their effectiveness for human action recognition.  ...  human action recognition.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.imavis.2016.02.006">doi:10.1016/j.imavis.2016.02.006</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/yqk3jumipvaorfh2ozvzb326lu">fatcat:yqk3jumipvaorfh2ozvzb326lu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170829012929/http://nrl.northumbria.ac.uk/26607/1/Shao%20Ling_action%20recognition_evaluation_revised3.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b7/a5/b7a5fcb9ddaf3232b33aead57141577aaf8e7c2e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.imavis.2016.02.006"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Complex Activity Recognition Via Attribute Dynamics

Wei-Xin Li, Nuno Vasconcelos
<span title="2016-06-21">2016</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hfdglwo5wbbmta6wop52fam7a4" style="color: black;">International Journal of Computer Vision</a> </i> &nbsp;
An algorithm is introduced for learning a BDS codebook, enabling the use of the BDS as a visual word for attribute dynamics (WAD).  ...  To enable the recognition of highly non-stationary activities, the BDS is embedded in a bag of words.  ...  Lately, semantic attributes have been used for action recognition (Liu et al, 2011; Jhuang et al, 2013) , demonstrating the benefits of mid-level semantic representations for the analysis of complex human  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11263-016-0918-1">doi:10.1007/s11263-016-0918-1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/yceautxluja5tij2jg2r5dpa2e">fatcat:yceautxluja5tij2jg2r5dpa2e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180722013443/http://svcl.ucsd.edu/publications/journal/2016/attdyn/attdyn_preprint.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ed/b8/edb8ad21505024d3edcf7e283d2d4b6815e83d1e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11263-016-0918-1"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Deep Multi View Spatio Temporal Spectral Feature Embedding on Skeletal Sign Language Videos for Recognition

SK. Ashraf Ali, M. V. D. Prasad, P. Praveen Kumar, P. V. V. Kishore
<span title="">2022</span> <i title="The Science and Information Organization"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2yzw5hsmlfa6bkafwsibbudu64" style="color: black;">International Journal of Advanced Computer Science and Applications</a> </i> &nbsp;
Subsequently, the constructed global view is applied as training data for sign language recognition.  ...  This is achieved by learning the weights of the linear combination of Laplacian eigenmaps of multiple views.  ...  SLR is considered an extension of human action recognition (HAR) [2] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14569/ijacsa.2022.0130494">doi:10.14569/ijacsa.2022.0130494</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hhy77tzmzjdwjn6uk2ocli7tqi">fatcat:hhy77tzmzjdwjn6uk2ocli7tqi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220506200739/https://thesai.org/Downloads/Volume13No4/Paper_94-Deep_Multi_View_Spatio_Temporal_Spectral_Feature.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/14/45/1445185660f584b699a9b7e132fe3a69d9125fc2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14569/ijacsa.2022.0130494"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Learning spatial relations in object recognition

Thang V. Pham, Arnold W.M. Smeulders
<span title="">2006</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/6r4znskbk5h2ngu345slqsm6eu" style="color: black;">Pattern Recognition Letters</a> </i> &nbsp;
Two datasets are used, one being human faces in frontal view as an example for the class of objects with a fixed spatial layout, and the other being horses faced to the right with large variations in action  ...  As a consequence, these approaches are not yet suitable for learning and recognition of object classes.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.patrec.2006.03.016">doi:10.1016/j.patrec.2006.03.016</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lqmhwarhqndjxkrdo6gp6ni5jm">fatcat:lqmhwarhqndjxkrdo6gp6ni5jm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180719161112/https://pure.uva.nl/ws/files/3927662/35542_Thang_Viet_Pham.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/21/b8/21b88127cc9a1cd7e8bc41c570386c7824938401.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.patrec.2006.03.016"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Efficient Automated Processing of the Unstructured Documents using Artificial Intelligence: A Systematic Literature Review and Future Directions

Dipali Baviskar, Swati Ahirrao, Vidyasagar Potdar, Ketan Kotecha
<span title="">2021</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
This method requires humans to write simple rules to perform repetitive actions with a software bot.  ...  It shows how RPA mimics human actions while executing various tasks within a process, such as clicking on the help or file menu button.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2021.3072900">doi:10.1109/access.2021.3072900</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lrbzlmo5gnczhadnrxd2aoqz4u">fatcat:lrbzlmo5gnczhadnrxd2aoqz4u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210419205305/https://ieeexplore.ieee.org/ielx7/6287639/6514899/09402739.pdf?tp=&amp;arnumber=9402739&amp;isnumber=6514899&amp;ref=" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ab/7a/ab7a5286fa9403b3ebaab3b60962fc6ea18d3b8c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2021.3072900"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> ieee.com </button> </a>

Sumienie maszyny? Sztuczna inteligencja i problem odpowiedzialności moralnej

Krzysztof Tomasz Wieczorek, Paweł Jędrzejko
<span title="2021-09-03">2021</span> <i title="University of Silesia in Katowice"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/z7ezckfmpnd4limngfi5tlw3qi" style="color: black;">ER(R)GO / ERRGO : Teoria, Literatura, Kultura</a> </i> &nbsp;
and their motives for action may turn out to be.  ...  While experiences related to social acts of rewarding individuals for particular actions or behaviors delineate the scope of the class of morally acceptable behaviors, the acts of punishment generate knowledge  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.31261/errgo.10418">doi:10.31261/errgo.10418</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wbo3k4bc4faf7ih6un7fa232ga">fatcat:wbo3k4bc4faf7ih6un7fa232ga</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211021120333/https://www.journals.us.edu.pl/index.php/ERRGO/article/download/10418/9645" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d7/6a/d76a6b43cb9b4e431dcb560ec835d7e0948540c7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.31261/errgo.10418"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Recognition and understanding of meetings the AMI and AMIDA projects

Steve Renals, Thomas Hain, Herve Bourlard
<span title="">2007</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/nhsxk6diafcb5cix6v2tg7kcdu" style="color: black;">2007 IEEE Workshop on Automatic Speech Recognition &amp; Understanding (ASRU)</a> </i> &nbsp;
Within these projects we have: developed an infrastructure for recording meetings using multiple microphones and cameras; released a 100 hour annotated corpus of meetings; developed techniques for the  ...  recognition and interpretation of meetings based primarily on speech recognition and computer vision; and developed an evaluation framework at both component and system levels.  ...  Some of the core work of the AMI consortium has been the development of recognizers for audio and video modalities, including gesture and action recognition and audio-visual tracking.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/asru.2007.4430116">doi:10.1109/asru.2007.4430116</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/asru/RenalsHB07.html">dblp:conf/asru/RenalsHB07</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/sfplfqyxynez7bpnmldzplpl3i">fatcat:sfplfqyxynez7bpnmldzplpl3i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170810151836/http://www.cstr.inf.ed.ac.uk/downloads/publications/2007/ami-asru2007.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/36/63/3663f3de193d5785ef4eae6bd54f01c06e419c75.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/asru.2007.4430116"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

On the use of machine learning for computational imaging

George Barbastathis, Kishan Dholakia, Gabriel C. Spalding
<span title="2020-08-22">2020</span> <i title="SPIE"> Optical Trapping and Optical Micromanipulation XVII </i> &nbsp;
Horn, and Lei Tian for helpful discussions and extensive comments on earlier versions of the paper.  ...  For highly ill-posed and noisy tasks, it is generally better to restrict the class so that stronger priors are learned.  ...  When the raw intensity data on the camera are not readily usable by a human or a traditional image interpretation algorithm for the purposes of recognition, an interesting dilemma occurs: does it make  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1117/12.2571322">doi:10.1117/12.2571322</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2rkgbdtgi5foln7ptwqanhncqu">fatcat:2rkgbdtgi5foln7ptwqanhncqu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210715182502/https://dspace.mit.edu/bitstream/handle/1721.1/126023/optica-6-8-921.pdf;jsessionid=49574BFA5150A460953602E6F6948E56?sequence=2" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/46/f1/46f1884d513a82e7ecf130beee7310936a519e28.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1117/12.2571322"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Semantic Spaces [article]

Yuri Manin, Matilde Marcolli
<span title="2016-05-13">2016</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
This tool for its description in turn requires other large databases (dictionaries, grammars etc.). Nowadays, the notion of database is associated with computer processing and computer memory.  ...  However, a natural language resides also in human brains and functions in human communication, from interpersonal to intergenerational one.  ...  Unsupervised Learning.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1605.04238v1">arXiv:1605.04238v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qw7ebna3zrbi7iljiaxhbhfd3i">fatcat:qw7ebna3zrbi7iljiaxhbhfd3i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200913054836/https://arxiv.org/pdf/1605.04238v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b0/71/b071fa089e91ef78dc83ab677bb7396af1aec0e9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1605.04238v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Definition and recovery of kinematic features for recognition of American sign language movements

Konstantinos G. Derpanis, Richard P. Wildes, John K. Tsotsos
<span title="">2008</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/z7tk7kanxjcz7hgk77ae6t3ofy" style="color: black;">Image and Vision Computing</a> </i> &nbsp;
The approach has been implemented in software and evaluated on a database of 592 gesture sequences with an overall recognition rate of 86% for fully automated processing and 97% for manually initialized  ...  An approach to recognizing human hand gestures from a monocular temporal sequence of images is presented.  ...  The 3D world velocities for this class of movements are as follows.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.imavis.2008.04.007">doi:10.1016/j.imavis.2008.04.007</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jdbvoxmkdraizbpw3eybjo6a3u">fatcat:jdbvoxmkdraizbpw3eybjo6a3u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170705114211/http://www.cse.yorku.ca/~wildes/wildesIVC2008.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/09/98/0998d47421d1b42556854eaede95cc34c20952e4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.imavis.2008.04.007"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Deep Online Convex Optimization with Gated Games [article]

David Balduzzi
<span title="2016-04-07">2016</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Methods from convex optimization are widely used as building blocks for deep learning algorithms.  ...  Corollaries of the main result include: (i) a game-theoretic description of the representations learned by a neural network; (ii) a logarithmic-regret algorithm for training neural nets; and (iii) a formal  ...  ACKNOWLEDGEMENTS I am grateful to Jacob Abernethy, Samory Kpotufe and Brian McWilliams for useful conversations.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1604.01952v1">arXiv:1604.01952v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/oh62dtvztrbd7mendv7io5is5i">fatcat:oh62dtvztrbd7mendv7io5is5i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191018193641/https://arxiv.org/pdf/1604.01952v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/96/9d/969d7eb527cb6febd5506fbdd5f45254d12e0725.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1604.01952v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Artificial Intelligence [article]

John Paul Mueller Luca Massaron
<span title="2018-10-28">2018</span> <i title="Zenodo"> Zenodo </i> &nbsp;
In addition, the human tendency to anthropomorphize (give human characteristics to) technology makes it seem as if AI must do more than it can hope to accomplish.  ...  For example, consider a spam filter. Say that your dictionary contains 100,000 words (a small dictionary).  ...  Feed the processed cropped faces as learning examples to a neural network for image recognition.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.5599660">doi:10.5281/zenodo.5599660</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rn6nyx5xinehzpwfy3knurtzgy">fatcat:rn6nyx5xinehzpwfy3knurtzgy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220130224910/https://zenodo.org/record/5599661/files/Artificial%20Intelligence%20for%20Dummies%20by%20John%20Paul%20Mueller%2C%20Luca%20Massaron%20%28z-lib.org%29.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/c8/28/c8280832d06e7297d8211bc45658f300f5522081.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.5599660"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

Data science applications to string theory

Fabian Ruehle
<span title="">2019</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/jpqyz5yp6vdibnpfaxmvgvtise" style="color: black;">Physics reports</a> </i> &nbsp;
We first introduce various algorithms and techniques for machine learning and data science.  ...  While there is a strong focus on neural network applications in unsupervised, supervised and reinforcement learning, other machine learning techniques are discussed as well.  ...  Center for Geometry and Physics, USA for financial support for schools and conferences we organized on machine learning.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.physrep.2019.09.005">doi:10.1016/j.physrep.2019.09.005</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/i5jtac7qpfgyrmsmvsylyinaba">fatcat:i5jtac7qpfgyrmsmvsylyinaba</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200506192738/http://cds.cern.ch/record/2709400/files/1-s2.0-S0370157319303072-main.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/36/2a/362af65b02f167538b894727b45c5a6b0c7b1129.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.physrep.2019.09.005"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>
&laquo; Previous Showing results 1 &mdash; 15 out of 99 results