From 6286465f8dc2eac599e9d3aa43cd902a03559681 Mon Sep 17 00:00:00 2001 From: "Anh M. Nguyen" Date: Sat, 2 Jun 2018 15:21:47 -0500 Subject: [PATCH] Update README.md --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 06cb8c8..d88c478 100644 --- a/README.md +++ b/README.md @@ -13,11 +13,13 @@ This is an on-going attempt to consolidate all interesting efforts in the area o ## 3. Heatmap / Attribution * Learning how to explain neural networks: PatternNet and PatternAttribution ([pdf](https://arxiv.org/abs/1705.05598)) +* A Theoretical Explanation for Perplexing Behaviors of Backpropagation-based Visualizations [pdf](https://arxiv.org/abs/1805.07039) ### Layer-wise Backpropagation * Beyond saliency: understanding convolutional neural networks from saliency prediction on layer-wise relevance propagation [pdf](https://arxiv.org/abs/1712.08268) * Explaining NonLinear Classification Decisions With Deep Tayor Decomposition [pdf](https://arxiv.org/abs/1512.02479) + ## 4. Inverting Neural Networks * Understanding Deep Image Representations by Inverting Them [pdf](https://arxiv.org/abs/1412.0035) * Inverting Visual Representations with Convolutional Networks [pdf](https://arxiv.org/abs/1506.02753)