生成对抗网络(Generative Adversarial Nets)

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科学界论文高引第一人易主,Hinton、何恺明进总榜前五!
机器人圈· 2025-08-27 09:41
Core Insights - Yoshua Bengio has become the most cited scientist in history with a total citation count of 973,655 and 698,008 citations in the last five years [1] - The ranking is based on total citation counts and recent citation indices from AD Scientific Index, which evaluates scientists across various disciplines [1] - Bengio's work on Generative Adversarial Networks (GANs) has surpassed 100,000 citations, indicating significant impact in the AI field [1] Group 1 - The second-ranked scientist is Geoffrey Hinton, with over 950,000 total citations and more than 570,000 citations in the last five years [3] - Hinton's collaboration on the AlexNet paper has received over 180,000 citations, marking a pivotal moment in deep learning for computer vision [3] - The third and fourth positions in the citation rankings are held by researchers in the medical field, highlighting the interdisciplinary nature of high-impact research [6] Group 2 - Kaiming He ranks fifth, with his paper on Deep Residual Learning for Image Recognition cited over 290,000 times, establishing a foundation for modern deep learning [6] - The paper by He is recognized as the most cited paper of the 21st century according to Nature, emphasizing its lasting influence [9] - Ilya Sutskever, another prominent figure in AI, ranks seventh with over 670,000 total citations, showcasing the strong presence of AI researchers in citation rankings [10]
超97万:Yoshua Bengio成历史被引用最高学者,何恺明进总榜前五
机器之心· 2025-08-25 06:08
Core Insights - The article highlights the prominence of AI as the hottest research direction globally, with Yoshua Bengio being the most cited scientist ever, accumulating a total citation count of 973,655 and 698,008 citations in the last five years [1][3]. Group 1: Citation Rankings - The AD Scientific Index ranks 2,626,749 scientists from 221 countries and 24,576 institutions based on total citation counts and recent citation indices [3]. - Yoshua Bengio's work on Generative Adversarial Networks (GANs) has surpassed 100,000 citations, outpacing his co-authored paper "Deep Learning," which also exceeds 100,000 citations [3][4]. - Geoffrey Hinton, a pioneer in AI, ranks second with over 950,000 total citations and more than 570,000 citations in the last five years [4][5]. Group 2: Notable Papers and Their Impact - The paper "AlexNet," co-authored by Hinton, Krizhevsky, and Sutskever, has received over 180,000 citations, marking a significant breakthrough in deep learning for computer vision [5][6]. - Kaiming He’s paper "Deep Residual Learning for Image Recognition" has over 290,000 citations, establishing ResNet as a foundational model in modern deep learning [10][11]. - The article notes that ResNet is recognized as the most cited paper of the 21st century, with citation counts ranging from 103,756 to 254,074 across various databases [11]. Group 3: Broader Implications - The high citation counts of these influential papers indicate their lasting impact on the academic community and their role in shaping future research directions in AI and related fields [17].