From 32e3c45544026773e281511e79dd28b87b2d15cd Mon Sep 17 00:00:00 2001 From: "Anh M. Nguyen" Date: Tue, 17 Aug 2021 13:05:44 -0500 Subject: [PATCH] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index b5cfd7a..4676632 100644 --- a/README.md +++ b/README.md @@ -198,6 +198,7 @@ This is an on-going attempt to consolidate interesting efforts in the area of un * BiLRP: Building and Interpreting Deep Similarity Models. _Jie Zhou et al. TPAMI 2020_ [pdf](https://arxiv.org/abs/2003.05431 "LRP applied to image matching models") * SANE: Why do These Match? Explaining the Behavior of Image Similarity Models. _Plummer et al. ECCV 2020_ [pdf](https://arxiv.org/abs/1905.10797 "Matching saliency maps to discrete attributes for specific applications for clothes recommendation") * Visualizing Deep Similarity Networks. _Stylianou et al. WACV 2019_ [pdf](https://arxiv.org/abs/1901.00536 "Factoring the dot product of two Siamese branches into two heatmaps, each for a branch.") | [code](https://github.com/GWUvision/Similarity-Visualization) +* Visual Explanation for Deep Metric Learning. _Zhu et al. 2019_ [pdf](https://arxiv.org/abs/1909.12977 "Taking dot product between a patch in image A with every patch in image B to compute a weakly-supervised correspondence map") | [code](https://github.com/Jeff-Zilence/Explain_Metric_Learning) #### Face verification * DISE: Explainable Face Recognition. _Williford et al. ECCV 2020_ [pdf](https://arxiv.org/abs/2008.00916 "Extension of RISE in face-matching. Mask out a small region in the query image to compute its attribution to the image-matching triplet loss") | [code](https://github.com/stresearch/xfr)