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Scott T. Grafton

3 accepted papers

2022

M3L: Language-Based Video Editing via Multi-Modal Multi-Level Transformers

CVPR 2022poster

Video editing tools are widely used nowadays for digital design. Although the demand for these tools is high, the prior knowledge required makes it difficult for novices to get started. Systems that could follow natural language instructions to perform automatic editing would significantly improve a…

Cited by 24PDFcodeScholar
2020

Counterfactual Vision-and-Language Navigation via Adversarial Path Sampler

ECCV 2020poster

Vision-and-Language Navigation (VLN) is a task where agents must decide how to move through a 3D environment to reach a goal by grounding natural language instructions to the visual surroundings. One of the problems of the VLN task is data scarcity since it is difficult to collect enough navigation…

Cited by 109SourcePDFScholar
2017

Brain signal analytics from graph signal processing perspective

ICASSP 2017accepted

This paper presents methods to analyze functional brain networks and signals from graph spectral perspectives. The notion of frequency and filters recently generalized to irregular graph domains defines brain graph frequencies associated with different levels of spatial smoothness across the brain r…

Cited by 0SourceScholar