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advances in neural information processing systems 30 (nips 2017)  (Curran Associates Inc)

 
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    Curran Associates Inc advances in neural information processing systems 30 (nips 2017)
    Advances In Neural Information Processing Systems 30 (Nips 2017), supplied by Curran Associates Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/advances+in+neural+information+processing+systems/advances+in+neural+information+processing+systems+32/pm40503717-442-3-10
    Average 90 stars, based on 1 article reviews
    advances in neural information processing systems 30 (nips 2017) - by Bioz Stars, 2026-09
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    Article Title: Generative Deep Learning for de Novo Drug Design─A Chemical Space Odyssey.
    Article Snippet: In Advances in Neural Information Processing Systems; Curran Associates; Inc, 2017. (91) Devlin, J.; Chang, M.-W.; Lee, K.; Toutanova, K. BERT: PreTraining of Deep Bidirectional Transformers for Language Understanding. arXiv 2019, arXiv: 1810.04805. (92) Radford, A.; Narasimhan, K.; Salimans, T.; Sutskever, I.

    Article Title: Generative Deep Learning for de Novo Drug Design─A Chemical Space Odyssey.
    Article Snippet: In Advances in Neural Information Processing Systems; Curran Associates, Inc., 2020, pp 6852−6866. (252) Bradshaw, J.; Paige, B.; Kusner, M. J.; Segler, M.; HernándezLobato, J. M. A Model to Search for Synthesizable Molecules.

    Article Title: Generative Deep Learning for de Novo Drug Design─A Chemical Space Odyssey.
    Article Snippet: In Advances in Neural Information Processing Systems; Curran Associates; Inc, 2014. (106) Arjovsky, M.; Chintala, S.; Bottou, L. Wasserstein Generative Adversarial Networks.

    Article Title:
    Article Snippet: N Razin, N Cohen, Implicit Regularization in Deep Learning May Not Be Explainable by Norms in Advances in Neural833 Information Processing Systems. (Curran Associates, Inc.), Vol.

    Article Title: Assessing Uncertainty in Machine Learning for Polymer Property Prediction: A Benchmark Study.
    Article Snippet: Machine learning (ML) has emerged as a transformative tool in material science, enabling accelerated discovery and design of novel molecules while reducing experimental costs.. Uncertainty quantification (UQ) is crucial for enhancing the reliability of ML predictions, particularly in high-stakes applications, such as functional polymer discovery.. In this study, we present a comprehensive evaluation of nine UQ methods in ML� ensemble, Gaussian Process Regression (GPR), Monte Carlo Dropout (MCD), mean-variance estimation (MVE), Bayesian Neural Network based on Variational Inference (BNN-VI) and Markov Chain Monte Carlo (BNNMCMC), evidential deep learning (EDL), quantile regression (QR), natural gradient boosting (NGBoost)�for predicting key polymer properties, including glass transition temperature (Tg), band gap (Eg), melting temperature (Tm) and decomposition temperature (Td).

    Article Title: Generative Deep Learning for de Novo Drug Design─A Chemical Space Odyssey.
    Article Snippet: InAdvances in Neural Information Processing Systems; Curran Associates, Inc., 2020, pp 12559−12571. (159) Zhang, Z.; Liu, Q.; Wang, H.; Lu, C.; Lee, C.-K. Motif-Based Graph Self-Supervised Learning for Molecular Property Prediction.

    Article Title: ProtTeX: Structure-In-Context Reasoning and Editing of Proteins with Large Language Models.
    Article Snippet: Large language models (LLMs) have made remarkable progress in the field of molecular science, particularly in understanding and generating functional small molecules.. This success is largely attributed to the effectiveness of molecular tokenization strategies.. In protein science, the amino acid sequence serves as the sole tokenizer for LLMs.



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