From f31625fe23ea949d99ea14f5c445042f0bd050f4 Mon Sep 17 00:00:00 2001
From: Haoqi Fan <3500423+haooooooqi@users.noreply.github.com>
Date: Tue, 31 Aug 2021 12:51:35 -0700
Subject: [PATCH] Update README.md

---
 README.md | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/README.md b/README.md
index dcd8821d..f89c08d3 100644
--- a/README.md
+++ b/README.md
@@ -42,6 +42,9 @@ Key features include:
   Complementing the model zoo, PyTorchVideo comes with extensive data loaders supporting different datasets.
 - **Efficient Video Components:** Video-focused fast and efficient components that are easy to use. Supports accelerated inference on hardware.
 
+## Updates
+
+- Aug 2021: [Multiscale Vision Transformers](https://arxiv.org/abs/2104.11227) has been released in PyTorchVideo, details can be found from [here](https://github.com/facebookresearch/pytorchvideo/blob/master/pytorchvideo/models/vision_transformers.py#L97).
 
 ## Installation