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Two at Once: Enhancing Learning and Generalization Capacities via IBN-Net [article]

Xingang Pan, Ping Luo, Jianping Shi, Xiaoou Tang
<span title="2020-03-23">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Cityscapes) as well as its generalization capacity on another domain (e.g. GTA5) without finetuning.  ...  IBN-Net carefully integrates Instance Normalization (IN) and Batch Normalization (BN) as building blocks, and can be wrapped into many advanced deep networks to improve their performances.  ...  This work is partially supported by SenseTime Group Limited, the Hong Kong Innovation and Technology Support Programme, and the National Natural Science Foundation of China (61503366). IBN-Net  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1807.09441v3">arXiv:1807.09441v3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qimj2laj7re6hlbb4v6lsjqgwu">fatcat:qimj2laj7re6hlbb4v6lsjqgwu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200325185530/https://arxiv.org/pdf/1807.09441v3.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] </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1807.09441v3" 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>

Two at Once: Enhancing Learning and Generalization Capacities via IBN-Net [chapter]

Xingang Pan, Ping Luo, Jianping Shi, Xiaoou Tang
<span title="">2018</span> <i title="Springer International Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
Cityscapes) as well as its generalization capacity on another domain (e.g. GTA5) without finetuning.  ...  IBN-Net carefully integrates Instance Normalization (IN) and Batch Normalization (BN) as building blocks, and can be wrapped into many advanced deep networks to improve their performances.  ...  This work is partially supported by SenseTime Group Limited, the Hong Kong Innovation and Technology Support Programme, and the National Natural Science Foundation of China (61503366). IBN-Net  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-030-01225-0_29">doi:10.1007/978-3-030-01225-0_29</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3sukxuzgjjbmfioafptubahpwy">fatcat:3sukxuzgjjbmfioafptubahpwy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180922010223/http://openaccess.thecvf.com:80/content_ECCV_2018/papers/Xingang_Pan_Two_at_Once_ECCV_2018_paper.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/73/f5/73f53e7f33b30a473492c2a211590c23c9600fb2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-030-01225-0_29"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

MobileDets: Searching for Object Detection Architectures for Mobile Accelerators [article]

Yunyang Xiong, Hanxiao Liu, Suyog Gupta, Berkin Akin, Gabriel Bender, Yongzhe Wang, Pieter-Jan Kindermans, Mingxing Tan, Vikas Singh, Bo Chen
<span title="2021-03-31">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
On the COCO object detection task, MobileDets outperform MobileNetV3+SSDLite by 1.7 mAP at comparable mobile CPU inference latencies.  ...  We discover that regular convolutions are a potent component to boost the latency-accuracy trade-off for object detection on accelerators, provided that they are placed strategically in the network via  ...  Existing object detectors can be divided into two us to question the exclusive use of IBN-only search spaces categories: two-stage detectors and one-stage single shot in most current state-of-the-art  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2004.14525v3">arXiv:2004.14525v3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nepxy3qwivfsffialqbhevktle">fatcat:nepxy3qwivfsffialqbhevktle</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210510111750/https://arxiv.org/pdf/2004.14525v3.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/4a/08/4a0808488667a423e606e496a71f7e4f45ae1ef8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2004.14525v3" 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>

D^2LV: A Data-Driven and Local-Verification Approach for Image Copy Detection [article]

Wenhao Wang, Yifan Sun, Weipu Zhang, Yi Yang
<span title="2021-12-04">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
When training, we design a set of basic and six advanced transformations, and a simple but effective baseline learns robust representation.  ...  The code and trained models are available at https://github.com/WangWenhao0716/ISC-Track1-Submission.  ...  Two Stéphane Deny. Barlow twins: Self-supervised learning via at once: Enhancing learning and generalization capacities redundancy reduction.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2111.07090v2">arXiv:2111.07090v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wijvphbfzzfmzfkndhncb4czna">fatcat:wijvphbfzzfmzfkndhncb4czna</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211208073340/https://arxiv.org/pdf/2111.07090v2.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/5b/51/5b517c2aa19b5c6d4b155876b5c737c2af7a28ab.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2111.07090v2" 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>

Weakly-supervised Caricature Face Parsing through Domain Adaptation [article]

Wenqing Chu, Wei-Chih Hung, Yi-Hsuan Tsai, Deng Cai, Ming-Hsuan Yang
<span title="2019-05-13">2019</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
With these two steps, we synthesize face caricatures from real photos, and thus we can use parsing ground truths of the original photos to learn the parsing model.  ...  Code is available at: https://github.com/ZJULearning/CariFaceParsing .  ...  “Two at once: Enhancing learning and generalization capacities via ibn-net,” in ECCV, 2018. 1 5.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1905.05091v1">arXiv:1905.05091v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/i3swewh7ifg3bdczjqd4sop2e4">fatcat:i3swewh7ifg3bdczjqd4sop2e4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200924074916/https://arxiv.org/pdf/1905.05091v1.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/73/ba/73ba2fcbbdb59df6bf3f8f0c1adb7b94098bfc6a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1905.05091v1" 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>

American Journal of Islamic Social Sciences

Ojsadmin
<span title="2017-06-09">2017</span> <i title="International Institute of Islamic Thought"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ir4tyowtvvb45m662cm3kl2rby" style="color: black;">American Journal of Islamic Social Sciences</a> </i> &nbsp;
surveillance, punishing the poor via incarceration and letting the needy and destitute fall through the social net into criminality, as well as madness and drug abuse -she seems to be surprisingly reticent  ...  From his father's slave women, Ibn Hazm learned the Qur'an, poetry recitation, and calligraphy.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.35632/ajiss.v30i2.24">doi:10.35632/ajiss.v30i2.24</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ckrcuqvxdzckda3emybd7emn3a">fatcat:ckrcuqvxdzckda3emybd7emn3a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220223150639/https://www.ajis.org/index.php/ajiss/article/download/24/13" 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/eb/9d/eb9dd5e9bc231256d12d08cdbb415da2344cbc4d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.35632/ajiss.v30i2.24"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Impending Legal Issues for Integrated Broadband Networks

Michael I. Meyerson
<span title="">1990</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/tol7woxlqjeg5bmzadeg6qrg3e" style="color: black;">Social Science Research Network</a> </i> &nbsp;
IBNs transmit voice, image, video, and data over a single digital fiberoptic circuit.  ...  on fiberoptic cable (lBN) is a new technology which is capable of carrying an abundance of information formerly delivered via broadcast, telephone wires, and print.  ...  Similarly, two exceptions in the Cable Act are applicable to IBNs.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2139/ssrn.1600759">doi:10.2139/ssrn.1600759</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xpm4sfvpfzgmfpgscn3uqtlkse">fatcat:xpm4sfvpfzgmfpgscn3uqtlkse</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190429051004/https://scholarworks.law.ubalt.edu/cgi/viewcontent.cgi?article=1637&amp;context=all_fac" 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/9c/21/9c21a887e7e5038007b680fbe66d3980b22ffb53.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2139/ssrn.1600759"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ssrn.com </button> </a>

Political Fragmentation and Cultural Diversity (1000 A.C.–1400 A.C.) [chapter]

<span title="2006-01-01">2006</span> <i title="BRILL"> Islamic Economics </i> &nbsp;
It consisted of only two generations; the founder father, a successor son, two grandsons, and the founder's son.  ...  Hoarding foodstuffs with the aim of artificially enhancing prices causes harm to the public at large and therefore is condemned. The Sharì"ah condemns hoarding.  ...  Ibn-Khaldùn's strong statement highlights the importance of a good financial control system and adequate legal services for the success of business.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1163/9789047409625_010">doi:10.1163/9789047409625_010</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hplilatfpvcdpdrpurohklpj5e">fatcat:hplilatfpvcdpdrpurohklpj5e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220426085228/https://brill.com/downloadpdf/book/9789047409625/B9789047409625_s010.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/ff/48/ff481cd13772da95452b5737488f0eb879cf7592.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1163/9789047409625_010"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> brill.com </button> </a>

Frustratingly Easy Person Re-Identification: Generalizing Person Re-ID in Practice [article]

Jieru Jia, Qiuqi Ruan, Timothy M. Hospedales
<span title="2019-07-22">2019</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
With a few lines of code, it increases the rank 1 accuracy by 11.8%, 33.2%, 12.8% and 8.5% on the VIPeR, PRID, GRID, and i-LIDS benchmarks respectively. Source codes are available at .  ...  That is, to learn a model from a set of source domains that is suitable for application to unseen datasets out-of-the-box, without any model updating.  ...  Moreover, the IBN building block recently proposed in [22] enhances models' generalization ability by integrating IN and BN. A different way to combine BN and IN was put forward in [23] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1905.03422v3">arXiv:1905.03422v3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2oarv5t3dvcmnklsmb2jrm47da">fatcat:2oarv5t3dvcmnklsmb2jrm47da</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200910101628/https://arxiv.org/pdf/1905.03422v1.pdf" title="fulltext PDF download [not primary version]" 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] <span style="color: #f43e3e;">&#10033;</span> <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/70/04/7004f0da93fca9a3e529a5979221a2969bbbaed6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1905.03422v3" 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>

Cross-regional oil palm tree counting and detection via a multi-level attention domain adaptation network

Juepeng Zheng, Haohuan Fu, Weijia Li, Wenzhao Wu, Yi Zhao, Runmin Dong, Le Yu
<span title="">2020</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/sgj4ockzhjenrlnkl2wsqjql64" style="color: black;">ISPRS journal of photogrammetry and remote sensing (Print)</a> </i> &nbsp;
Second, we embedded a multi-level attention mechanism (MLA) into our architecture for enhancing the transferability, including a feature level attention and an entropy level attention.  ...  and instance normalization.  ...  Inspired by IBN-Net , we replace each convolutional layer of AlexNet with a BIN block, which is proposed to strengthen the generalization of our model.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.isprsjprs.2020.07.002">doi:10.1016/j.isprsjprs.2020.07.002</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/crduv7xd3zetxohsleeh3twnhm">fatcat:crduv7xd3zetxohsleeh3twnhm</a> </span>
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A Stacked Multi-Connection Simple Reducing Net for Brain Tumor Segmentation

Yi Ding, Fujuan Chen, Yang Zhao, Zhixing Wu, Chao Zhang, Dongyuan Wu
<span title="">2019</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;
The basic block SRNet is improved from the original Unet, which consists of four downsampling and upsampling operations during the encoding and decoding.  ...  The operation of copy and crop is preserved between encoding and decoding. The main advantage of the SRNet is that the amount of parameters is reduced by 4/5 by comparing with the original Unet.  ...  These are proved in the experiment, and IBN-Net proposed by them significantly improves performance across domains. Unet is proposed by Ronneberger et al.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2019.2926448">doi:10.1109/access.2019.2926448</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ampq2vjdnzfn5ouliyz2ue24gi">fatcat:ampq2vjdnzfn5ouliyz2ue24gi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210428232611/https://ieeexplore.ieee.org/ielx7/6287639/8600701/08753510.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/68/f0/68f0e7ad0123fd66a4076da1fb9885c1bfba0e2f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2019.2926448"> <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>

The Almajiri System of Learning in Northern Nigeria Current Trends Challenges and Solutions

Muhammad Jabbi Ibrahim, Zayyanu Altine
<span title="2022-03-19">2022</span> <i title="Zenodo"> Zenodo </i> &nbsp;
For most part of the day, the students are preoccupied with learning to read, write and memorize the Qur"an.  ...  The paper is going discuss Historical and Conceptual Issues about Almajiri, Socio-Economic Foundation of Almajiranci, Almajiranci as Safety Net and Coping Strategy, conclusion and recommendations.  ...  Instead, let governments at various levels modernized the system and give it a state support and resources. Alhamdulillah, Wassalatu Wassalamu Ala Rasulillah.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.6370374">doi:10.5281/zenodo.6370374</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5wqmk5av3zg3lmujqbiab5ovni">fatcat:5wqmk5av3zg3lmujqbiab5ovni</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220505171705/https://zenodo.org/record/6370375/files/GJREL22141011.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/b2/cd/b2cd3af87c82d840706b5f5b5e6b34cc832418f8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.6370374"> <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>

Mediterranean urban and building codes: origins, content, impact, and lessons

Besim S Hakim
<span title="">2008</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/a473as7tfnernnbvgip6i5ip6u" style="color: black;">Urban Design International</a> </i> &nbsp;
consideration for achieving successful sustainability in our cities and built environment in general.  ...  This study on codes is based on the context of the Byzantine and Islamic civilisations of the Near East and the territories that were under their direct or indirect rule and/or influence across all of  ...  Acknowledgements Parts of this study were presented earlier at two conferences: (1)  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1057/udi.2008.4">doi:10.1057/udi.2008.4</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jgk4gaipazgutplsc3ayx4gkue">fatcat:jgk4gaipazgutplsc3ayx4gkue</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20150920060739/http://www.intbau.org/wp-content/uploads/2014/08/besim-hakim-mediterranean-urban-and-building-codes.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/52/ab/52ab86ccb0851eb4d1e55a2816aa2b3e8cdd9b31.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1057/udi.2008.4"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Multi-Domain Adversarial Feature Generalization for Person Re-Identification

Shan Lin, Chang-Tsun Li, Alex C. Kot
<span title="2020-12-31">2020</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/dhlhr4jqkbcmdbua2ca45o7kru" style="color: black;">IEEE Transactions on Image Processing</a> </i> &nbsp;
We propose a multi-dataset feature generalization network (MMFA-AAE), which is capable of learning a universal domain-invariant feature representation from multiple labeled datasets and generalizing it  ...  The network is based on an adversarial auto-encoder to learn a generalized domain-invariant latent feature representation with the Maximum Mean Discrepancy (MMD) measure to align the distributions across  ...  Therefore, the IBN-Net was proposed to enhance the generalization capability of the network for various computer vision tasks [47] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tip.2020.3046864">doi:10.1109/tip.2020.3046864</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/33382653">pmid:33382653</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ytvl3sedgbewpno267ptflemcq">fatcat:ytvl3sedgbewpno267ptflemcq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210429083756/https://ieeexplore.ieee.org/ielx7/83/9263394/09311771.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/94/7a/947a02fa643728f764c64f6caa2e411d0e3d8c53.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tip.2020.3046864"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Aligning Medical and Muslim Morality: An Islamic Bioethical Approach to Applying and Rationing Life Sustaining Ventilators in the COVID-19 Pandemic Era

Aasim I. Padela (عاصم پاديلا), Mansur Ali (منصور علي), Asim Yusuf (عاصم يوسف)
<span title="2021-04-15">2021</span> <i title="Brill"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ajaq3gsslzdm3c3mbwsoxaovea" style="color: black;">Journal of Islamic Ethics</a> </i> &nbsp;
The COVID-19 pandemic has spurred policymakers and religious leaders to revisit age-old questions about the ethics of pandemic control, the just allocation of scarce resources, and preparing for death.  ...  Our Islamic bioethical analyses connect biostatistical data and social contexts with ethico-legal constructs to bridge the epistemic theories of biomedicine and the Islamic legal tradition.  ...  Intubation is generally a short procedure and droplets are contained within the circuit once the patient's lungs are connected to the machine via an endotracheal tube.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1163/24685542-12340061">doi:10.1163/24685542-12340061</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/r3x4r3blbvblphemonps3ray64">fatcat:r3x4r3blbvblphemonps3ray64</a> </span>
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