diff --git a/README.md b/README.md
index 6658eda..dd87a49 100755
--- a/README.md
+++ b/README.md
@@ -1,4 +1,4 @@
-[![Snakemake](https://img.shields.io/badge/snakemake-≥5.18.0-brightgreen.svg?style=flat-square)](https://snakemake.bitbucket.io)
+[![Snakemake](https://img.shields.io/badge/snakemake-≥5.20.1-brightgreen.svg?style=flat-square)](https://snakemake.bitbucket.io)
 [![License](https://img.shields.io/apm/l/vim-mode.svg)](LICENSE)
 
 # flower_map
@@ -61,3 +61,14 @@ Various scripts used by the pipeline. See the [script README](scripts/README.md)
 
 ### [run.bash](run.bash)
 An example bash script for executing the pipeline using `snakemake` and `conda`. Any arguments to this script are passed directly to `snakemake`.
+
+# communications
+1. [Thesis Manuscript](https://scholar.google.com/citations?view_op=view_citation&hl=en&user=6iMJCn0AAAAJ&citation_for_view=6iMJCn0AAAAJ:u-x6o8ySG0sC)
+
+    Check out our manuscript if you're interested in how the method performed on our data.
+2. [Socal Animal Behavior Talk](https://drive.google.com/uc?export=download&id=1eRfbXQf6hF5KsSne43bRyd7DVkIsbbmf)
+
+    These slides can be helpful if you want a broad overview of how the method works.
+3. [ESA Conference Poster](https://drive.google.com/uc?export=download&id=1esQWCZAeV6C7Y5LKXDELlHBEMBmeHaA6)
+
+    This poster describes the performance of our method after a major revision to parallelize the segmentation step. See [PR #6](https://github.com/beelabhmc/flower_map/pull/6) for details about the revision.