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Bengio google scholar. Describing multimedia content using attention-based encoder-decoder networks. Anirudh Goyal anirudhgoyal9119 at gmail dot com I am a graduate student in CS at University of Montreal. & Bengio, Y. He is the most-cited scientist in the world on Google Scholar, a Turing Award winner, and the founder of LawZero, a non- profit organisation focused on building safe and human-aligned AI systems. The main research results in career are the following, mostly focused on pioneering the field of deep learning, with major contributions to recurrent neural networks, natural Recognized worldwide as one of the leading experts in artificial intelligence, Yoshua Bengio is most known for his pioneering work in deep learning, earning him the 2018 A. Bengio ICLR 2015, oral My publications at Google Scholar Jan 1, 2023 · Generative Flow Networks (GFlowNets) have been introduced as a method to sample a diverse set of candidates in an active learning context, with a training objective that makes them approximately sample in proportion to a given reward function. “Written by three experts in the field, Deep Learning is the only comprehensive book on the subject. (2014). He received the 2018 ACM A. This paper shows empirically and theoretically that randomly chosen trials are more efficient for hyper-parameter optimization than trials on a grid. These methods have dramatically improved the state-of-the-art in speech rec-ognition, visual object recognition, object detection and many other domains such as drug discovery and genomics. Turing Award, “the Nobel Prize of computing,” with Geoffrey Hinton and Yann LeCun. Dauphin Google AI David Rolnick is an assistant professor at McGill University’s School of Computer Science, a core academic member of Mila – Quebec Artificial Intelligence Institute and holds a Canada CIFAR AI Chair. , Malkin, N. M. Here, we formalize such training strategies in the context of machine learning, and call them "curriculum learning". This Nov 13, 2025 · One of the three “Godfathers of AI” became the first person to receive 1 million citations on Google Scholar. In this Emeritus Prof. 5 days ago · Google Scholar Piche, E. D. Yoshua Bengio Professor of computer science, University of Montreal, Mila, IVADO, CIFAR John Hansen Associate Dean for Research; Erik Jonsson School of Engineering, University of Texas at Dallas Caglar Gulcehre MTS @ MAI, Prof at EPFL, Ex-Consultant@DeepMind,@nimble. Bengio, who is based at the Dec 22, 2025 · Professor Yoshua Bengio is a Computer Science Professor at the Université de Montréal and one of the 3 original Godfathers of AI. - A. 068. Conicet - Cited by 1,036 - Electronic Structure of alloys with Photoelectron Spectroscopy (XPS - UPS and ARPES) Yoshua Bengio Professor of computer science, University of Montreal, Mila, IVADO, CIFAR Adresse e-mail validée de umontreal. Turing Award, “the Nobel Prize of Computing,” with Geoffrey Hinton and Yann LeCun. Co-authors Yoshua Bengio Professor of computer science, University of Montreal, Mila, IVADO, CIFAR Daniel Soudry Associate Professor Semantic Scholar profile for I. I have also spent time at Google. He was an IVADO postdoctoral fellow supervised by Chris Pal at Polytechnique Montreal, Quebec AI You can look at Yoshua Bengio's Google Scholar profile [1] and scroll down to see what they were working on around that time. -L. He is the co-founder and chair of Climate Change AI, and scientific co-director of Sustainability Deep learning allows computational models that are composed of multiple processing layers to learn representations of data with multiple levels of abstraction. Samy Bengio received the Ph. Building Continuous Language Models for Transcribing European Languages. He currently leads a group of Research Scientists with the Google Brain Team, conducting Oct 27, 2025 · Yoshua Bengio, the most-cited researcher in the world has become the first living scientist to surpass one million citations on Google Scholar. ai, ex-Research Scientist@Google DeepMind Yann N. One tries to make outputs, such as text or images, which are indistinguishable from human-made ones. May 28, 2015 · Deep learning allows computational models that are composed of multiple processing layers to learn representations of data with multiple levels of abstraction. Nov 12, 2025 · Computer scientist Yoshua Bengio has become the first living person to have their work cited more than one million times on the search engine Google Scholar. Dumoulin, D. Bahdanau, K. 1-800. Jun 3, 2025 · Yoshua Bengio est reconnu comme l’un des plus grands experts mondiaux en matière d’intelligence artificielle et comme un pionnier de l’apprentissage profond. Oct 24, 2025 · Yoshua Bengio, the world's most cited computer scientist and winner of the 2018 A. ai, ex-Research Scientist@Google DeepMind Dzmitry Bahdanau ServiceNow Research Aaron Courville Full Professor, DIRO, Université de Montréal, Mila, Cifar CAI chair Google Scholar Schwenk, H. 26878-26890. These methods have dramatically improved the state-of-the-art in speech recognition, visual object recognition, object detection and many ot … Yoshua Bengio Full Professor, computer science and operations research, University of Montreal Joined September 2016 Samy Bengio (PhD in computer science, University of Montreal, 1993) was a research scientist at Google from 2007 to 2021. Turing Award winner, has become the first living scientist to surpass one million citations on Google Scholar, Google's search Oct 27, 2025 · Yoshua Bengio, the most-cited researcher in the world and 2018 A. Considered one of the world’s Yoshua Bengio Full Professor, Université de Montréal ABSTRACT: Generative Flow Networks (or GFlowNets) have been introduced as a method to sample a diverse set of candidates in an active The Deep Learning textbook is a resource intended to help students and practitioners enter the field of machine learning in general and deep learning in particular. Turing Award, is the only living scientist to have surpassed one million citations on Google Scholar. Deep learning discovers intricate structure in Apr 21, 2023 · Google Scholar Castelli, I. (2004). (2015). degree in computer science from the University of Montreal, Montreal, QC, Canada, in 1993. He is Full Professor at Université de Montréal, and the Founder and Scientific Director of Mila – Quebec AI Institute. In the context of recent research studying the difficulty of training in the presence Yoshua Bengio Professor of computer science, University of Montreal, Mila, IVADO, CIFAR Caglar Gulcehre MTS @ MAI, Prof at EPFL, Ex-Consultant@DeepMind,@nimble. In 2024, TIME Magazine included Bengio in its yearly list of the world's 100 most influential people. Geoffrey Hinton is a fellow of the UK Royal Society, the Royal Society of Canada, the Association for the Advancement of Artificial Intelligence and a former president of the Cognitive Science Society. ca - Page d'accueil Machine learning deep learning artificial intelligence Nov 16, 2025 · AI pioneer Yoshua Bengio has achieved over 1 million citations on Google Scholar, highlighting the growing impact of AI research. C. Merriënboer, D, Bahdanau, V. 1. M. He is a Full Professor at Université de Montréal and a founder and scientific leader at Mila - Quebec AI Institute. Aryo Lotfi, Enrico Fini, Samy Bengio, Moin Nabi, Emmanuel Abbe 27 Sept 2024 (modified: 04 Feb 2025) Submitted to ICLR 2025 View all 125 publications McGill University; Recursion/Valence Labs - Cité (e) 4 557 fois - Machine Learning - Deep Learning - Reinforcement learning Yoshua Bengio has been a Professor with the Université de Montréal, Montreal, QC, Canada, since 1993. Citations to his research have surged in recent years, with more Yoshua Bengio is recognized worldwide as a leading expert in AI. Before graduate school, I received a Bachelors in Computer Science at IIIT Hyderabad, where I worked on several research projects at CVIT under Prof. Mar 16, 2026 · Designing biological sequences with desired properties is challenging due to vast search spaces and limited evaluation budgets. In Deep learning Vol. Samy Bengio, Jeffrey Dean, Dumitru Erhan, Eugene Ie, Quoc V. To address this, we propose a novel off-policy search, δ-Conservative Search, that Conicet - Citado por 1,105 - Electronic Structure of alloys with Photoelectron Spectroscopy (XPS - UPS and ARPES) Senior Director, AI and ML Research, Apple - 引用次数：112,168 次 - Machine Learning - Deep Learning - Representation Learning - Reasoning - Prof EPFL Oct 24, 2025 · Yoshua Bengio, the world's most cited computer scientist and winner of the 2018 A. Extracting and composing robust features with denoising autoencoders. Before that, he was senior researcher in statistical machine learning at IDIAP Research Institute since 1999, where he supervised PhD students and postdoctoral fellows. et al. , & Trentin, E. Google Scholar Cho, K. Can Active Memory Replace Attention? Lukasz Kaiser Samy Bengio Google (2016) Download Google Scholar Copy Bibtex Dec 22, 2014 · This work introduces Adam, an algorithm for first-order gradient-based optimization of stochastic objective functions, based on adaptive estimates of lower-order moments, and provides a regret bound on the convergence rate that is comparable to the best known results under the online convex optimization framework. 2025-11-14 – Le pionnier de l’intelligence artificielle Yoshua Bengio franchit le cap du million de citations. & Manzagol, P. Jakob proposed replacing RNNs with self-attention and started the effort to evaluate this idea. Google Scholar Download references Jeff Dean Google Chief Scientist, Google Research and Google DeepMind Yoshua Bengio Professor of computer science, University of Montreal, Mila, IVADO, CIFAR Navdeep Jaitly Apple Chiyuan Zhang Google Research Quoc V. , and Bengio, Y. Google Scholar Schwenk, H. Combination of supervised and unsupervised learning for training the activation functions of neural networks. In November 2025, Bengio became the first AI researcher with more than a million Google Scholar citations. Nov 18, 2016 · An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives. Better training of gflownets with local credit and incomplete trajectories. In International Conference on Speech and Language Processing, pages 1215–1218. 2 Relation to Previous Work The idea of using neural networks to model high-dimensional discrete distributions has already been found useful to learn the joint probability of Z1 ·· · Zn, a set of random variables where each is possibly of a different nature (Bengio and Bengio, 2000a,b). Major Scientific Impact In July 2019, there were nearly 200 000 citations to scientific publications authored by Yoshua Bengio found by Google Scholar, with an H-index of 145, with over 60 000 citations in 2018 alone. ResearchGate Page professionnelle (faculté,département,école) Site web de l’unité de recherche CV CV en anglais Blogue LinkedIn Google Scholar Autre site web Autre site web Profile Affiliations and responsabilities Teaching and supervision Currently recruiting Projects Outreach Publications and presentations Samy Bengio Dumitru Erhan Computer Vision and Pattern Recognition (2015) Download Google Scholar Copy Bibtex Oct 1, 2025 · Safe AI researcher. Nov 17, 2025 · Renowned computer scientist Yoshua Bengio has made history by becoming the first living researcher to surpass one million citations on Google Scholar, a milestone almost unheard of in modern academia. 693 lần trích dẫn - Machine learning - deep learning - artificial intelligence May 27, 2015 · Google Scholar Vincent, P. Goodfellow, with 17826 highly influential citations and 103 scientific research papers. Co-authors View all Pietro Liò Professor, University of Cambridge Adriana Romero-Soriano Fundamental AI Research, Meta Yoshua Bengio Professor of computer science, University of Montreal, Mila, IVADO, CIFAR Arantxa Casanova Research Scientist at Meta Guillem Cucurull Meta AI R Devon Hjelm Apple MLR, Mila Feb 10, 2015 · View a PDF of the paper titled Show, Attend and Tell: Neural Image Caption Generation with Visual Attention, by Kelvin Xu and Jimmy Ba and Ryan Kiros and Kyunghyun Cho and Aaron Courville and Ruslan Salakhutdinov and Richard Zemel and Yoshua Bengio I am a principal research scientist at Rain. Pattern Recognition Letters, 37, 178 – 191. Computer Science, University of Toronto - Cited by 1,018,445 - machine learning - psychology - artificial intelligence - cognitive science - computer science. , Bengio, Y. Google Scholar / GitHub 2025-11-19 – Yoshua Bengio, première personne à dépasser le million de citations sur Google Scholar. Conicet - Cited by 1,036 - Electronic Structure of alloys with Photoelectron Spectroscopy (XPS - UPS and ARPES) Nov 15, 2025 · Yoshua Bengio, often called a godfather of AI, becomes the first researcher to pass one million Google Scholar citations. Yoshua Bengio Professor of computer science, University of Montreal, Mila, IVADO, CIFAR Ian Goodfellow DeepMind Mehdi Mirza DeepMind David Warde-Farley Staff Research Scientist at Google DeepMind Oct 27, 2025 · Yoshua Bengio, the most-cited researcher in the world and 2018 A. Professor of computer science, University of Montreal, Mila, IVADO, CIFAR - 引用次数：1,065,830 次 - Machine learning - deep learning - artificial intelligence Renowned computer scientist Yoshua Bengio has made history by becoming the first living researcher to surpass one million citations on Google Scholar, a milestone almost unheard of in modern We would like to show you a description here but the site won’t allow us. Yoshua Bengio. Turing Award winner, has become the first living scientist to surpass one million citations on Google Scholar, Google's search engine for scholarly literature. Rolnick’s work focuses on applications of machine learning to help address climate change. Turing en 2018, est le seul scientifique vivant à avoir dépassé le million de citations sur Google Scholar. Blocks and Fuel: frameworks for deep learning B. Nov 15, 2025 · Dubbed as “The Godfather of AI,” Yoshua Bengio, a computer scientist at the University of Montreal, has become the first academic to surpass one million citations on Google Scholar, according to data from the platform. , & Bengio, Y. Chorowski, Y. Equal contribution. Jie Fu (付杰) is a happy and funny research scientist at IQuest Research, chasing his human-friendly big AI 1 dream. Feb 1, 2012 · Grid search and manual search are the most widely used strategies for hyper-parameter optimization. 865 - Machine learning - deep learning - artificial intelligence Oct 27, 2025 · MONTRÉAL, Oct. Stacked denoising autoencoders: Learning useful representations in a deep network with a local denoising criterion. 15 hours ago · Google Scholar Goodfellow, I. Turing Award for his deep learning work. The training procedure for G is to maximize the probability of D making a mistake. V Jawahar. Startup - Cited by 277,848 - Deep Learning Dec 31, 2025 · 约书亚·本吉奥 OC OQ OBE FRS FRSC （法语： Yoshua Bengio，1964年3月5日 [1] —）是一名 加拿大 计算机科学家，因其在 人工神经网络 和 深度学习 方面的研究而知名 [2][3][4]，其中最为著名的工作是 神经概率语言模型 [5] 、 ReLU [6] 和 注意力机制。他是 蒙特利尔大学 计算机科学和运筹学系的教授以及 From 2013 to 2023 he worked half-time at Google where he became a Vice President and Engineering Fellow. 27, 2025 /CNW/ – Yoshua Bengio, the most-cited researcher in the world and 2018 A. Cho, Y. ai, ex-Research Scientist@Google DeepMind Gerald Tesauro IBM Research Alex Lamb Tsinghua University, Microsoft Research (NYC), Université de Montréal, Google Brain Yoshua Bengio Professor of computer science, University of Montreal, Mila, IVADO, CIFAR Amar Shah PhD student, University of Cambridge Anil Kokaram Professor in Media Engineering, Chair of Electronic and Electrical Engineering ServiceNow Research - Cited by 109,640 - Artificial Intelligence - Machine Learning - Deep Learning Yoshua Bengio, né le 5 mars 1964 à Paris en France 1, est un chercheur québécois d'origine franco - marocaine, spécialiste en intelligence artificielle, et pionnier de l' apprentissage profond. Yoshua Bengio pioneered generative adversarial nets, two AI networks which compete with each other. Nov 12, 2025 · Last month, Bengio became the first living scientist to have his work cited more than one million times on Google Scholar. Validity and repeatability of a new inertial measurement unit system for gait analysis on kinematic parameters: Comparison with an optoelectronic system. ca - Page d'accueil Machine learning deep learning artificial intelligence Professor of computer science, University of Montreal, Mila, IVADO, CIFAR - 1. Yoshua Bengio, Sören Mindermann, Daniel Privitera, Tamay Besiroglu, Rishi Bommasani, Stephen Casper, Yejin Choi, Philip Fox, Ben Garfinkel, Danielle Goldfarb, Hoda 2025-11-19 – Yoshua Bengio, première personne à dépasser le million de citations sur Google Scholar. , Larochelle, H. Aaron Courville, and Yoshua Bengio. Warde-Farley, J. Listing order is random. Noam proposed scaled dot-product attention, multi-head attention and the parameter-free position representation and Nov 16, 2025 · Yoshua Bengio Crosses 1 Million Google Scholar Citations As of October 27, 2025, Yoshua Bengio reached more than 1,000,000 citations on Google Scholar-the first living scientist to hit that mark. Nov 16, 2025 · Yoshua Bengio Crosses 1 Million Google Scholar Citations As of October 27, 2025, Yoshua Bengio reached more than 1,000,000 citations on Google Scholar-the first living scientist to hit that mark. In Eurospeech Jamal Abou Haibeh Collaborating Alumni - McGill University Github Google Scholar Berkes Anaïs Collaborating researcher - Cambridge University Principal supervisor : Jun 10, 2014 · We propose a new framework for estimating generative models via an adversarial process, in which we simultaneously train two models: a generative model G that captures the data distribution, and a discriminative model D that estimates the probability that a sample came from the training data rather than G. Neural network language models for conversational speech recognition. Le Research Scientist, Google Hervé Bourlard Director, Idiap Research Institute; Professor at EPFL Mohammad Norouzi Ideogram Mar 16, 2026 · Pan, L. I am a part of Mila, advised by Prof. He was a postdoctoral fellow (funded by Microsoft Research Montreal) supervised by Yoshua Bengio at University of Montreal, Quebec AI Institute (Mila). He is also the Founder and a Scientific Director of Mila—Quebec AI Institute, Montreal, the world’s largest university-based research group in deep learning. 1 (MIT Press, 2016), pp. He is a professor at the University of Montreal’s Department of Computer and Operational Research and scientific director of the Montreal Institute for Algorithm Learning. I did a PhD in computer science at Mila (University of Montreal) under the supervision of Yoshua Bengio. (2005). He co ResearchGate Page professionnelle (faculté,département,école) Site web de l’unité de recherche CV CV en anglais Blogue LinkedIn Google Scholar Autre site web Autre site web Portrait Affiliations et responsabilités Enseignement et encadrement Ce professeur recrute Projets Rayonnement Publications et communications Oct 27, 2025 · AI Researcher Yoshua Bengio Becomes First Living Scientist to Reach 1 Million Citations on Google Scholar Newswire. Bengio 2015, technical report neural machine translation Neural Machine Translation by Jointly Learning to Align and Translate D. 430-mal zitiert - Machine Learning - Deep Learning - Representation Learning - Reasoning - Prof EPFL Co-authors Yoshua Bengio Professor of computer science, University of Montreal, Mila, IVADO, CIFAR Hugo Larochelle Mila - Quebec AI Institute Andrew Dai Google DeepMind Ian Goodfellow DeepMind Joelle Pineau School of Computer Science, McGill University; FAIR, Meta AI; Mila Doina Precup DeepMind and McGill University Senior Researcher at Toyota Motor Europe - Cited by 11,656 - Machine learning - Computer vision Jun 14, 2009 · Humans and animals learn much better when the examples are not randomly presented but organized in a meaningful order which illustrates gradually more concepts, and gradually more complex ones. He is most known for his pioneering work in deep learning, which earned him the 2018 A. 067. You can look at Yoshua Bengio's Google Scholar profile [1] and scroll down to see what they were working on around that time. Bengio was awarded his Professor of computer science, University of Montreal, Mila, IVADO, CIFAR - Citado por 1. His research interests span many areas of machine learning such as deep architectures, representation learning Yoshua Bengio Professor of computer science, University of Montreal, Mila, IVADO, CIFAR Adresse e-mail validée de umontreal. Oct 27, 2025 · "This Google Scholar citation count reflects the extensive impact of Professor Bengio's research in deep learning, which serves as a foundation for countless other scientific and technological Semantic Scholar profile for Yoshua Bengio, with 47348 highly influential citations and 812 scientific research papers. Co-authors Yoshua Bengio Professor of computer science, University of Montreal, Mila, IVADO, CIFAR Kyunghyun Cho New York University, Genentech Caglar Gulcehre MTS @ MAI, Prof at EPFL, Ex-Consultant@DeepMind,@nimble. Although reinforcement learning methods use proxy models for rapid reward evaluation, insufficient training data can cause proxy misspecification on out-of-distribution inputs. ca - Mon Oct 27, 6:00AM CDT Oct 24, 2025 · Yoshua Bengio, le chercheur en informatique le plus cité au monde, lauréat du prix A. ”—Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceXDeep learning is a form of machine Senior Director, AI and ML Research, Apple - 112. Ashish, with Illia, designed and implemented the first Transformer models and has been crucially involved in every aspect of this work. Le, Andrew Rabinovich, Jonathon Shlens, Yoram Singer: Using Web Co-occurrence Statistics for Improving Image Categorization. Turing Award winner, has become the first living scientist to surpass one million citations on Google Scholar, Google’s search engine for scholarly literature. We introduce Adam, an algorithm for first-order gradient-based optimization of The Canadian computer scientist Yoshua Bengio is renowned for his work in deep neural networks and profound learning. McGill University; Recursion/Valence Labs - Cited by 6,454 - Machine Learning - Deep Learning - Reinforcement learning 4 days ago · Bengio并非首个收获百万引用的学者，法国哲学家和思想史学家米歇尔·福柯（Michel Foucault）的Google Scholar引用量已经达到了惊人的145万次。 但他确实是登顶百万引用科学家第一人，也是目前在世学者中，最早达成这一成就的科研领军人物之一。 Samy Bengio (PhD in computer science, University of Montreal, 1993) is a research scientist at Google since 2007. Since 2007, he has been a Research Scientist with Google, Mountain View, CA, USA. The online version of the book is now complete and will remain available online for free. In International Conference on Machine Learning, pp. Prior to that, he was senior researcher in statistical machine learning at IDIAP Research Institute, where he supervised PhD students and postdoctoral fellows. and Gauvain, J. , Zhang, D. , Courville, A.
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