Search Results for author: Sovann En

Found 4 papers, 4 papers with code

Gifsplanation via Latent Shift: A Simple Autoencoder Approach to Counterfactual Generation for Chest X-rays

2 code implementations18 Feb 2021 Joseph Paul Cohen, Rupert Brooks, Sovann En, Evan Zucker, Anuj Pareek, Matthew P. Lungren, Akshay Chaudhari

We also found that the Latent Shift explanation allows a user to have more confidence in true positive predictions compared to traditional approaches (0. 15$\pm$0. 95 in a 5 point scale with p=0. 01) with only a small increase in false positive predictions (0. 04$\pm$1. 06 with p=0. 57).

counterfactual

RPNet: an End-to-End Network for Relative Camera Pose Estimation

1 code implementation22 Sep 2018 Sovann En, Alexis Lechervy, Frédéric Jurie

While state-of-the-art systems based on SIFT + RANSAC, are able to recover the translation vector only up to scale, RPNet is trained to produce the full translation vector, in an end-to-end way.

Pose Estimation Translation

TS-Net: Combining modality specific and common features for multimodal patch matching

1 code implementation5 Jun 2018 Sovann En, Alexis Lechervy, Frédéric Jurie

Multimodal patch matching addresses the problem of finding the correspondences between image patches from two different modalities, e. g. RGB vs sketch or RGB vs near-infrared.

Multimodal Patch Matching

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