Search Results - "Simonyan, Karen"

Skilful precipitation nowcasting using deep generative models of radar by Ravuri, Suman, Lenc, Karel, Willson, Matthew, Kangin, Dmitry, Lam, Remi, Mirowski, Piotr, Fitzsimons, Megan, Athanassiadou, Maria, Kashem, Sheleem, Madge, Sam, Prudden, Rachel, Mandhane, Amol, Clark, Aidan, Brock, Andrew, Simonyan, Karen, Hadsell, Raia, Robinson, Niall, Clancy, Ellen, Arribas, Alberto, Mohamed, Shakir

“…Precipitation nowcasting, the high-resolution forecasting of precipitation up to two hours ahead, supports the real-world socioeconomic needs of many sectors…”
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Mastering the game of Go without human knowledge by Silver, David, Schrittwieser, Julian, Simonyan, Karen, Antonoglou, Ioannis, Huang, Aja, Guez, Arthur, Hubert, Thomas, Baker, Lucas, Lai, Matthew, Bolton, Adrian, Chen, Yutian, Lillicrap, Timothy, Hui, Fan, Sifre, Laurent, van den Driessche, George, Graepel, Thore, Hassabis, Demis

“…A long-standing goal of artificial intelligence is an algorithm that learns, tabula rasa , superhuman proficiency in challenging domains. Recently, AlphaGo…”
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Protein structure prediction using multiple deep neural networks in the 13th Critical Assessment of Protein Structure Prediction (CASP13) by Senior, Andrew W., Evans, Richard, Jumper, John, Kirkpatrick, James, Sifre, Laurent, Green, Tim, Qin, Chongli, Žídek, Augustin, Nelson, Alexander W. R., Bridgland, Alex, Penedones, Hugo, Petersen, Stig, Simonyan, Karen, Crossan, Steve, Kohli, Pushmeet, Jones, David T., Silver, David, Kavukcuoglu, Koray, Hassabis, Demis

“…We describe AlphaFold, the protein structure prediction system that was entered by the group A7D in CASP13. Submissions were made by three free‐modeling (FM)…”
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What determines takeover premia: An empirical analysis by Simonyan, Karen

“…We empirically analyze the determinants of takeover premia over the period of 1985–2005 and investigate four different factors affecting these premia over the…”
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Regulatory effect of bacterial melanin on the isoforms of new superoxide-producing associates from rat tissues in rotenone-induced Parkinson's disease by Danielyan, Margarita, Nebogova, Kristina, Simonyan, Ruzan, Hovsepyan, Anichka, Avetisyan, Zubeida, Simonyan, Karen, Simonyan, Gegham, Khachatryan, Vahagn, Karapetyan, Kristine

“…According to recent research, selective neuronal vulnerability in Parkinson's disease (PD) results from several phenotypic traits, including calcium-dependent,…”
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Disruption of Cholinergic Circuits as an Area for Targeted Drug Treatment of Alzheimer’s Disease: In Vivo Assessment of Short-Term Plasticity in Rat Brain by Chavushyan, Vergine, Soghomonyan, Ani, Karapetyan, Gohar, Simonyan, Karen, Yenkoyan, Konstantin

“…The search for new therapeutics for the treatment of Alzheimer’s disease (AD) is still in progress. Aberrant pathways of synaptic transmission in basal…”
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Management Quality and Antitakeover Provisions by Chemmanur, Thomas J., Paeglis, Imants, Simonyan, Karen

“…We present the first empirical analysis of the relationship between a firm’s management quality and the prevalence of antitakeover provisions in its corporate…”
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The medium of exchange in acquisitions: Does the private information of both acquirer and target matter? by Chemmanur, Thomas J., Paeglis, Imants, Simonyan, Karen

“…We present a direct test of the choice of the medium of exchange in acquisitions when both acquirers and targets possess private information about their own…”
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Management Quality and Equity Issue Characteristics: A Comparison of SEOs and IPOs by Chemmanur, Thomas J., Paeglis, Imants, Simonyan, Karen

“…We use hand-collected data on the management quality of firms making seasoned equity offerings (SEOs) or initial public offerings (IPOs) to analyze the…”
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What Drives the Issuance of Putable Convertibles: Risk-Shifting, Asymmetric Information, or Taxes? by Chemmanur, Thomas J., Simonyan, Karen

“…This paper presents the first empirical analysis of firms' rationale for issuing putable convertible bonds in the literature. We distinguish between three…”
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Learning Local Feature Descriptors Using Convex Optimisation by Simonyan, Karen, Vedaldi, Andrea, Zisserman, Andrew

“…The objective of this work is to learn descriptors suitable for the sparse feature detectors used in viewpoint invariant matching. We make a number of novel…”
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Reading Text in the Wild with Convolutional Neural Networks by Jaderberg, Max, Simonyan, Karen, Vedaldi, Andrea, Zisserman, Andrew

“…In this work we present an end-to-end system for text spotting—localising and recognising text in natural scene images—and text based image retrieval. This…”
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Mastering Atari, Go, chess and shogi by planning with a learned model by Schrittwieser, Julian, Antonoglou, Ioannis, Hubert, Thomas, Simonyan, Karen, Sifre, Laurent, Schmitt, Simon, Guez, Arthur, Lockhart, Edward, Hassabis, Demis, Graepel, Thore, Lillicrap, Timothy, Silver, David

“…Constructing agents with planning capabilities has long been one of the main challenges in the pursuit of artificial intelligence. Tree-based planning methods…”
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A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play by Silver, David, Hubert, Thomas, Schrittwieser, Julian, Antonoglou, Ioannis, Lai, Matthew, Guez, Arthur, Lanctot, Marc, Sifre, Laurent, Kumaran, Dharshan, Graepel, Thore, Lillicrap, Timothy, Simonyan, Karen, Hassabis, Demis

“…The game of chess is the longest-studied domain in the history of artificial intelligence. The strongest programs are based on a combination of sophisticated…”
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Improved protein structure prediction using potentials from deep learning by Senior, Andrew W., Evans, Richard, Jumper, John, Kirkpatrick, James, Sifre, Laurent, Green, Tim, Qin, Chongli, Žídek, Augustin, Nelson, Alexander W. R., Bridgland, Alex, Penedones, Hugo, Petersen, Stig, Simonyan, Karen, Crossan, Steve, Kohli, Pushmeet, Jones, David T., Silver, David, Kavukcuoglu, Koray, Hassabis, Demis

“…Protein structure prediction can be used to determine the three-dimensional shape of a protein from its amino acid sequence 1 . This problem is of fundamental…”
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Top Management Team Quality and Innovation in Venture-Backed Private Firms and IPO Market Rewards to Innovative Activity by Chemmanur, Thomas J., Gupta, Manish, Simonyan, Karen

“…Using hand-collected data on top management team human capital (“top management quality”) of a large venture-backed private firm sample, we analyze the…”
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This time with feeling: learning expressive musical performance by Oore, Sageev, Simon, Ian, Dieleman, Sander, Eck, Douglas, Simonyan, Karen

“…Music generation has generally been focused on either creating scores or interpreting them. We discuss differences between these two problems and propose that,…”
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The relationship between venture capital backing and the top management team quality of firms going public and implications for initial public offerings by Chemmanur, Thomas J., Gupta, Manish, Simonyan, Karen, Tehranian, Hassan

“…We make use of hand-collected data on a large sample of entrepreneurial firms going public to analyze the association between venture capital (VC) backing and…”
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Fast Sparse ConvNets by Elsen, Erich, Dukhan, Marat, Gale, Trevor, Simonyan, Karen

“…Historically, the pursuit of efficient inference has been one of the driving forces behind the research into new deep learning architectures and building…”
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Plasticity in Motoneurons Following Spinal Cord Injury in Fructose-induced Diabetic Rats by Simonyan, Karen, Avetisyan, Lilit, Isoyan, Armine, Chavushyan, Vergine

“…Spinal cord injury (SCI) causes motor impairment and the proper excitation/inhibition balance in motoneurons is important for recovery. Diabetes mellitus…”
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