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IEEE International Conference on Multimedia and Expo (ICME)

作者： xing, Yun Huang, Sheng Huangfu, luwen Chen, Feiyu Ge, Yongxin Chongqing Univ Key Lab Dependable Serv Comp Cyber Phys Soc Sch Big Data & Software Engn Minist Educ Chongqing 400044 Peoples R China San Diego State Univ Fowler Coll Business San Diego CA 92182 USA

ISBN: (纸本)9781728113319

In this work, we propose a novel generative approach named Robust Bidirectional Generative Network (RBGN) based on Conditional Generative Adversarial Network (CGAN) for Generalized Zero-shot Learning (GZSL). RBGN employs the adversarial attack to train a more rigorous discriminator, thus enhancing the generalizability and robustness of the feature generator under minimax strategy. Moreover, RBGN decodes the generated visual features back to their semantic representations to further improve the representational ability of generated visual features and alleviate the hubness problem. The experimental results of GZSL on four datasets, i.e. CUB, SUN, AWA1, AWA2, demonstrate that our model achieves competitive performance compared to state-of-the-art approaches and owns better generalizability to the unseen classes over conventional generative GZSL models. Further robustness analysis also validates the strong robustness of our model to the different types of semantic disturbance.

关键词： Generalized Zero-shot Learning Generative Adversarial Network Adversarial Attack Object Recognition Robustness Analysis

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Does Stricter Command-and-Control Environmental Regulation Promote Total Factor Productivity? Evidence from China's Industrial Enterprises

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DISCRETE DYNAMICS IN NATURE AND SOCIETY 2022年第0期2022卷

作者： Chen, Wei Gao, luwen Xu, xing Zeng, Yan Shanghai Univ Finance & Econ Coll Business Shanghai 200433 Peoples R China

China is implementing increasing stringent command-and-control environmental regulations to achieve high-quality development. However, we have limited understanding about whether such policies are effective. This study selects the policy of China's National Environmental Protection "Eleventh Five-Year Plan" as a quasi-natural experiment and uses the difference-in-differences (DID) method to analyze the effect of stricter command-controlled environmental regulations on total factor productivity from the enterprise level. Our results indicate that stricter command-and-control environmental regulation promotes TFP of enterprises throughout the country. This effect is even greater in long-established, large-scale, or low capital density enterprises. In addition, stricter command-and-control environmental regulation has a greater positive effect on the TFP of companies in industries with high pollution intensity and fierce competition. Furthermore, government transformation and market green preference will magnify the positive effect of stricter command-and-control environmental regulation on corporate TFP. Moreover, stricter command-and-control environmental regulation promotes the growth of enterprise TFP mainly by improving the efficiency of resource allocation within and between enterprises, rather than stimulating innovation. Local governments should refine pollution control policies, optimize the external environment, and enhance the innovation power of enterprises.

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Robust Bidirectional Generative Network For Generalized Zero-Shot Learning

Robust Bidirectional Generative Network For Generalized Zero...

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IEEE International Conference on Multimedia and Expo (ICME)

作者： Yun xing Sheng Huang luwen Huangfu Feiyu Chen Yongxin Ge Ministry of Education Key Laboratory of Dependable Service Computing in Cyber Physical Society School of Big Data and Software Engineering at Chongqing University Chongqing P.R.China Fowler College of Business at San Diego State University San Diego USA

ISBN: (数字)9781728113319

ISBN: (纸本)9781728113326

关键词： Semantics Visualization Robustness Generators Training Decoding Gallium nitride

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Multi-functional electro-spoon needle therapeutic apparatus

Multi-functional electro-spoon needle therapeutic apparatus

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作者： Tang, Qiang Zhu, luwen Wang, Yan xing, Yanli Yu, Zhishun

标准号: AU2016233183(A1)

Disclosed is a multi-functional electro-spoon needle therapeutic apparatus, which comprises a top cover (1), a plurality of locating pieces (2), a fixed lid (3), a rear cover (4), a plurality of electro-spoon needles (5) and an adjustment mechanism (6), wherein the plurality of locating pieces (2) are respectively mounted on the top cover (1) and the rear cover (4), and each locating piece (2) is provided with a long groove (7);the fixed lid (3) is respectively fixed on the top cover (1) and the rear cover (4) so as to respectively hold the locating pieces (2) between the top cover (1) and the fixed lid (3) and between the rear cover (4) and the fixed lid (3);the rear cover (4) is arranged behind the top cover (1) and connected to the top cover (1) via the adjustment mechanism (6);and the electro-spoon needles (5) are mounted in the long grooves (7) of the locating pieces (2) and can move along the long grooves (7). The multi-functional electro-spoon needle therapeutic apparatus has a simple structure, and the electro-spoon needles (5) can be adjusted according to acupuncture points on a human head, so that after the apparatus is debugged by a professional, a patient can perform acupuncture by himself at home, and the apparatus is convenient to use.

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作者： TANG QIANG ZHU luwen WANG YAN xing YANLI YU ZHISHUN

标准号: KR20170118171(A)

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ELECTROTHERAPEUTIC APPARATUS FOR ACUPUNCTURE

ELECTROTHERAPEUTIC APPARATUS FOR ACUPUNCTURE

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作者： TANG Qiang ZHU luwen WANG Yan xing Yanli YU Zhishun

标准号: RU2677532(C1)

FIELD: medical ***: invention relates to medical technology, namely to electrotherapeutic devices for acupuncture. Device contains the top and rear flaps, connected by means of an adjusting mechanism, on the plates are mounting elements, in each installation element made a long slot, on the top and rear flap, respectively, fixed two fixed plates, the installation elements are located between the upper flap and one of the fixed plates and between the rear flap and the other fixed plate, while in the long slots of the mounting elements are installed with the ability to move along them the electric needle with a blunt ***: use of the invention allows the patient to carry out acupuncture.9 cl, 7 dwg

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MULTI-FUNCTIONAL ELECTRO-SPOON NEEDLE THERAPEUTIC APPARATUS

MULTI-FUNCTIONAL ELECTRO-SPOON NEEDLE THERAPEUTIC APPARATUS

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作者： Tang Qiang Zhu luwen Wang Yan xing Yanli Yu Zhishun

标准号: US2018042815(A1)

Disclosed is a multi-functional electro-spoon needle therapeutic apparatus, which includes a top cover, locating pieces, a fixed lid, a rear cover, electro-spoon needles and an adjustment mechanism, wherein the locating pieces are respectively mounted on the top cover and the rear cover, and each locating piece is provided with a long groove;the fixed lid is respectively fixed on the top cover and the rear cover so as to respectively hold the locating pieces between the top cover and the fixed lid and between the rear cover and the fixed lid;the rear cover is arranged behind the top cover and connected to the top cover via the adjustment mechanism;and the electro-spoon needles are mounted in the long grooves of the locating pieces and can move along the long grooves. The apparatus has a simple structure, so a patient can perform acupuncture by himself.

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MULTI-FUNCTIONAL ELECTRO-SPOON NEEDLE THERAPEUTIC APPARATUS

MULTI-FUNCTIONAL ELECTRO-SPOON NEEDLE THERAPEUTIC APPARATUS

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作者： TANG, Qiang ZHU luwen WANG Yan xing Yanli YU Zhishun

标准号: EP3272392(A4)

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中山杉在鲁南地区引种移栽试验研究

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林业科技 2024年第4期49卷 33-35页

作者：袁涛邢亚萍孟凡松李路文临沂市森林湿地保护中心山东临沂276037

中山杉(Taxodium hybrid'zhongshanshan')是落羽杉属种间杂交良种,有突出的经济价值、生态价值和美学价值。通过引进邻近地区江苏等地中山杉良株在鲁南地区连续多年观察物候期,开展异地栽植试验研究的结果表明:春季解冻后,移栽... 详细信息

中山杉(Taxodium hybrid'zhongshanshan')是落羽杉属种间杂交良种,有突出的经济价值、生态价值和美学价值。通过引进邻近地区江苏等地中山杉良株在鲁南地区连续多年观察物候期,开展异地栽植试验研究的结果表明:春季解冻后,移栽时间越早成活率越高,2月20日前后是鲁南地区最适宜时间。在生根粉浓度相同的条件下,沙壤地成活率(95.67%)高于粘壤地和棕壤地成活率(92.67%和87.00%);沙壤地最佳生根粉浓度为45μg/kg,粘壤地最佳生根粉浓度为75μg/kg。

关键词：中山杉引种移栽成活率

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他氟前列素和拉坦前列素治疗原发性开角型青光眼临床试验研究综述

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中国药物经济学 2013年第3期8卷 9-13页

作者：胡春阳韩晟邢冬乐史录文北京大学药学院北京100191 北京大学公共卫生学院北京100191 参天制药(中国)有限公司江苏215021

目的了解和介绍他氟前列素和拉坦前列素治疗原发性开角型青光眼国际临床试验的研究进展。方法全面检索英文数据库和中文数据库,包括PubMed、MDLIEN@OVID、***、CNKI、维普全文电子期刊、万方电子期刊,结合纳入与剔除标准,筛选文献进行... 详细信息

目的了解和介绍他氟前列素和拉坦前列素治疗原发性开角型青光眼国际临床试验的研究进展。方法全面检索英文数据库和中文数据库,包括PubMed、MDLIEN@OVID、***、CNKI、维普全文电子期刊、万方电子期刊,结合纳入与剔除标准,筛选文献进行比较分析。结果与结论最终筛选得到9篇英文文献。综合文献报道结果,0.0015%的他氟前列素治疗原发性开角型青光眼的临床疗效不劣于0.005%的拉坦前列素,且不含防腐剂的他氟前列素具有更优良的安全性和耐受性。

关键词：他氟前列素拉坦前列素原发性开角型青光眼临床试验综述

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