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DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps [PDF]
Neural Information Processing Systems, 2022 Diffusion probabilistic models (DPMs) are emerging powerful generative models. Despite their high-quality generation performance, DPMs still suffer from their slow sampling as they generally need hundreds or thousands of sequential function evaluations ...
Cheng Lu +5 more
semanticscholar +1 more source
DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking [PDF]
International Conference on Learning Representations, 2022 Predicting the binding structure of a small molecule ligand to a protein -- a task known as molecular docking -- is critical to drug design. Recent deep learning methods that treat docking as a regression problem have decreased runtime compared to ...
Gabriele Corso +4 more
semanticscholar +1 more source
Common Diffusion Noise Schedules and Sample Steps are Flawed [PDF]
IEEE Workshop/Winter Conference on Applications of Computer Vision, 2023 We discover that common diffusion noise schedules do not enforce the last timestep to have zero signal-to-noise ratio (SNR), and some implementations of diffusion samplers do not start from the last timestep.
Shanchuan Lin +3 more
semanticscholar +1 more source
Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps [PDF]
International Conference on Computational Linguistics, 2020 A multi-hop question answering (QA) dataset aims to test reasoning and inference skills by requiring a model to read multiple paragraphs to answer a given question. However, current datasets do not provide a complete explanation for the reasoning process
Xanh Ho +3 more
semanticscholar +1 more source
Water Research X, 2023 Phosphorus (P) is a finite resource, and its environmental fate and transport is complex. With fertilizer prices expected to remain high for years and disruption to supply chains, there is a pressing need to recover and reuse P (primarily as fertilizer).
Eric McLamore +6 more
doaj +1 more source
Energy, Sustainability and Society, 2021 Research interest This paper aims at a better understanding of the governance of the abandonment of socio-technical regimes through the example of the incandescent light bulb phase-out in the European Union and in the Netherlands as one specific case ...
Peter Stegmaier +2 more
doaj +1 more source
Energy, Sustainability and Society, 2021 An amendment to this paper has been published and can be accessed via the original article.
Peter Stegmaier +2 more
doaj +1 more source
Biology, 2022 The purpose of this systematic review and meta-analysis was to qualitatively synthesize and quantitatively assess the evidence of the relationship between objectively determined volumes of physical activity (PA) and cardiometabolic health in women.
Yining Lu +6 more
doaj +1 more source
Daily steps and all-cause mortality: a meta-analysis of 15 international cohorts
Lancet Public Health, 2022 Background Although 10 000 steps per day is widely promoted to have health benefits, there is little evidence to support this recommendation. We aimed to determine the association between number of steps per day and stepping rate with all-cause mortality.
Amanda E. Paluch +44 more
semanticscholar +1 more source
Decentralized gradient tracking with local steps [PDF]
Optim. Methods Softw., 2023 Gradient tracking (GT) is an algorithm designed for solving decentralized optimization problems over a network (such as training a machine learning model).
Yue Liu +3 more
semanticscholar +1 more source