Andrew Gilbert | DeepAI

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∙ 08/23/2023

MOFO: MOtion FOcused Self-Supervision for Video Understanding

Self-supervised learning (SSL) techniques have recently produced outstan...

0 Mona Ahmadian, et al. ∙

∙ 07/09/2023

DIFF-NST: Diffusion Interleaving For deFormable Neural Style Transfer

Neural Style Transfer (NST) is the field of study applying neural techni...

0 Dan Ruta, et al. ∙

∙ 04/18/2023

UPGPT: Universal Diffusion Model for Person Image Generation, Editing and Pose Transfer

Existing person image generative models can do either image generation o...

5 Soon Yau Cheong, et al. ∙

∙ 04/12/2023

ALADIN-NST: Self-supervised disentangled representation learning of artistic style through Neural Style Transfer

Representation learning aims to discover individual salient features of ...

0 Dan Ruta, et al. ∙

∙ 04/11/2023

NeAT: Neural Artistic Tracing for Beautiful Style Transfer

Style transfer is the task of reproducing the semantic contents of a sou...

0 Dan Ruta, et al. ∙

∙ 04/10/2023

EKILA: Synthetic Media Provenance and Attribution for Generative Art

We present EKILA; a decentralized framework that enables creatives to re...

0 Kar Balan, et al. ∙

∙ 11/14/2022

SVS: Adversarial refinement for sparse novel view synthesis

This paper proposes Sparse View Synthesis. This is a view synthesis prob...

0 Violeta Menéndez González, et al. ∙

∙ 08/09/2022

HyperNST: Hyper-Networks for Neural Style Transfer

We present HyperNST; a neural style transfer (NST) technique for the art...

11 Dan Ruta, et al. ∙

∙ 08/02/2022

Two-Stream Transformer Architecture for Long Video Understanding

Pure vision transformer architectures are highly effective for short vid...

0 Edward Fish, et al. ∙

∙ 07/06/2022

Light-weight spatio-temporal graphs for segmentation and ejection fraction prediction in cardiac ultrasound

Accurate and consistent predictions of echocardiography parameters are i...

0 Sarina Thomas, et al. ∙

∙ 05/14/2022

SaiNet: Stereo aware inpainting behind objects with generative networks

In this work, we present an end-to-end network for stereo-consistent ima...

0 Violeta Menéndez González, et al. ∙

∙ 03/10/2022

StyleBabel: Artistic Style Tagging and Captioning

We present StyleBabel, a unique open access dataset of natural language ...

8 Dan Ruta, et al. ∙

∙ 03/09/2022

Pose Guided Multi-person Image Generation From Text

Transformers have recently been shown to generate high quality images fr...

2 Soon Yau Cheong, et al. ∙

∙ 07/12/2021

Human-like Relational Models for Activity Recognition in Video

Video activity recognition by deep neural networks is impressive for man...

6 Joseph Chrol-Cannon, et al. ∙

∙ 03/17/2021

ALADIN: All Layer Adaptive Instance Normalization for Fine-grained Style Similarity

We present ALADIN (All Layer AdaIN); a novel architecture for searching ...

0 Dan Ruta, et al. ∙

∙ 12/04/2020

Rethinking movie genre classification with fine-grained semantic clustering

Movie genre classification is an active research area in machine learnin...

0 Edward Fish, et al. ∙

∙ 01/14/2020

Neural Architecture Search for Deep Image Prior

We present a neural architecture search (NAS) technique to enhance the p...

11 Kary Ho, et al. ∙

∙ 11/06/2019

Automated Left Ventricle Dimension Measurement in 2D Cardiac Ultrasound via an Anatomically Meaningful CNN Approach

Two-dimensional echocardiography (2DE) measurements of left ventricle (L...

33 Andrew Gilbert, et al. ∙

∙ 11/06/2019

User-Intended Doppler Measurement Type Prediction Combining CNNs With Smart Post-Processing

Spectral Doppler measurements are an important part of the standard echo...

27 Andrew Gilbert, et al. ∙

∙ 11/06/2019

Doppler Spectrum Classification with CNNs via Heatmap Location Encoding and a Multi-head Output Layer

Spectral Doppler measurements are an important part of the standard echo...

13 Andrew Gilbert, et al. ∙

∙ 08/08/2019

Semantic Estimation of 3D Body Shape and Pose using Minimal Cameras

We present an approach to accurately estimate high fidelity markerless 3...

1 Andrew Gilbert, et al. ∙

∙ 07/05/2018

Volumetric performance capture from minimal camera viewpoints

We present a convolutional autoencoder that enables high fidelity volume...

2 Andrew Gilbert, et al. ∙

∙ 07/04/2018

Deep Autoencoder for Combined Human Pose Estimation and body Model Upscaling

We present a method for simultaneously estimating 3D human pose and body...

4 Matthew Trumble, et al. ∙

∙ 09/09/2016

Image and Video Mining through Online Learning

Within the field of image and video recognition, the traditional approac...

0 Andrew Gilbert, et al. ∙

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