Search Results - "Renz, Philipp"

Fréchet ChemNet Distance: A metric for generative models for molecules in drug discovery by Preuer, Kristina, Renz, Philipp, Unterthiner, Thomas, Hochreiter, Sepp, Klambauer, G Uuml Nter

“…The new wave of successful generative models in machine learning has increased the interest in deep learning driven de novo drug design. However, method…”
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Diverse Hits in De Novo Molecule Design: Diversity-Based Comparison of Goal-Directed Generators by Renz, Philipp, Luukkonen, Sohvi, Klambauer, Günter

“…Since the rise of generative AI models, many goal-directed molecule generators have been proposed as tools for discovering novel drug candidates. However,…”
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Improving Few- and Zero-Shot Reaction Template Prediction Using Modern Hopfield Networks by Seidl, Philipp, Renz, Philipp, Dyubankova, Natalia, Neves, Paulo, Verhoeven, Jonas, Wegner, Jörg K, Segler, Marwin, Hochreiter, Sepp, Klambauer, Günter

“…Finding synthesis routes for molecules of interest is essential in the discovery of new drugs and materials. To find such routes, computer-assisted synthesis…”
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On failure modes in molecule generation and optimization by Renz, Philipp, Van Rompaey, Dries, Wegner, Jörg Kurt, Hochreiter, Sepp, Klambauer, Günter

“…There has been a wave of generative models for molecules triggered by advances in the field of Deep Learning. These generative models are often used to…”
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Fréchet ChemNet Distance: A Metric for Generative Models for Molecules in Drug Discovery by Preuer, Kristina, Renz, Philipp, Unterthiner, Thomas, Hochreiter, Sepp, Klambauer, Günter

“…The new wave of successful generative models in machine learning has increased the interest in deep learning driven de novo drug design. However, method…”
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Effects of clonidine and midazolam premedication on bispectral index and recovery after elective surgery by Paris, Andrea, Kaufmann, Markus, Tonner, Peter H, Renz, Philipp, Lemke, Thees, Ledowski, Thomas, Scholz, Jens, Bein, Berthold

“…BACKGROUND AND OBJECTIVESAlpha-2 agonists offer useful effects that make these drugs an interesting alternative for pharmacological premedication. METHODSIn a…”
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Low-count Time Series Anomaly Detection by Renz, Philipp, Cutajar, Kurt, Twomey, Niall, Cheung, Gavin K. C, Xie, Hanting

“…2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP) Low-count time series describe sparse or intermittent events, which are…”
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Low-Count Time Series Anomaly Detection by Renz, Philipp, Cutajar, Kurt, Twomey, Niall, Cheung, Gavin K. C., Xie, Hanting

“…Low-count time series describe sparse or intermittent events, which are prevalent in large-scale online platforms that capture and monitor diverse data types…”
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Reliability-based improvement of life-cycle maintenance and replacement strategies in transmission systems using ant colony optimization by Rhein, Alexander, Balzer, Gerd, Renz, Philipp

“…Due to the competition at the regulated energy market, transmission system operators want to save expenditures. Maintaining and replacing assets cause a part…”
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Modern Hopfield Networks for Few- and Zero-Shot Reaction Template Prediction by Seidl, Philipp, Renz, Philipp, Dyubankova, Natalia, Neves, Paulo, Verhoeven, Jonas, Segler, Marwin, Wegner, Jörg K, Hochreiter, Sepp, Klambauer, Günter

“…Finding synthesis routes for molecules of interest is an essential step in the discovery of new drugs and materials. To find such routes, computer-assisted…”
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Fr\'echet ChemNet Distance: A metric for generative models for molecules in drug discovery by Preuer, Kristina, Renz, Philipp, Unterthiner, Thomas, Hochreiter, Sepp, Klambauer, Günter

“…The new wave of successful generative models in machine learning has increased the interest in deep learning driven de novo drug design. However, assessing the…”
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Large-scale ligand-based virtual screening for SARS-CoV-2 inhibitors using deep neural networks by Hofmarcher, Markus, Mayr, Andreas, Rumetshofer, Elisabeth, Ruch, Peter, Renz, Philipp, Schimunek, Johannes, Seidl, Philipp, Vall, Andreu, Widrich, Michael, Hochreiter, Sepp, Klambauer, Günter

“…Due to the current severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemic, there is an urgent need for novel therapies and drugs. We conducted a…”
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