Search Results for author: Nathan Frey

Found 4 papers, 1 papers with code

Roughness of molecular property landscapes and its impact on modellability

2 code implementations19 Jul 2022 Matteo Aldeghi, David E. Graff, Nathan Frey, Joseph A. Morrone, Edward O. Pyzer-Knapp, Kirk E. Jordan, Connor W. Coley

In molecular discovery and drug design, structure-property relationships and activity landscapes are often qualitatively or quantitatively analyzed to guide the navigation of chemical space.

regression

Great Power, Great Responsibility: Recommendations for Reducing Energy for Training Language Models

no code implementations Findings (NAACL) 2022 Joseph McDonald, Baolin Li, Nathan Frey, Devesh Tiwari, Vijay Gadepally, Siddharth Samsi

In particular, we focus on techniques to measure energy usage and different hardware and datacenter-oriented settings that can be tuned to reduce energy consumption for training and inference for language models.

Cloud Computing Language Modelling

Automatic Non-Linear Video Editing Transfer

no code implementations14 May 2021 Nathan Frey, Peggy Chi, Weilong Yang, Irfan Essa

We propose an automatic approach that extracts editing styles in a source video and applies the edits to matched footage for video creation.

Video Editing

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