Search Results for author: Stephen Phillips

Found 6 papers, 3 papers with code

Learning Portrait Style Representations

1 code implementation8 Dec 2020 Sadat Shaik, Bernadette Bucher, Nephele Agrafiotis, Stephen Phillips, Kostas Daniilidis, William Schmenner

We study style representations learned by neural network architectures incorporating these higher level characteristics.

Image Generation Zero-Shot Learning

Graph Neural Networks For Multi-Image Matching

no code implementations25 Sep 2019 Stephen Phillips, Kostas Daniilidis

In geometric computer vision applications, multi-image feature matching gives more accurate and robust solutions compared to simple two-image matching.

Graph Embedding

All Graphs Lead to Rome: Learning Geometric and Cycle-Consistent Representations with Graph Convolutional Networks

1 code implementation7 Jan 2019 Stephen Phillips, Kostas Daniilidis

Image feature matching is a fundamental part of many geometric computer vision applications, and using multiple images can improve performance.

Graph Embedding

Understanding image motion with group representations

no code implementations ICLR 2018 Andrew Jaegle, Stephen Phillips, Daphne Ippolito, Kostas Daniilidis

Our results demonstrate that this representation is useful for learning motion in the general setting where explicit labels are difficult to obtain.

Fast, Robust, Continuous Monocular Egomotion Computation

1 code implementation16 Feb 2016 Andrew Jaegle, Stephen Phillips, Kostas Daniilidis

We propose robust methods for estimating camera egomotion in noisy, real-world monocular image sequences in the general case of unknown observer rotation and translation with two views and a small baseline.

counterfactual Motion Estimation +2

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