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ryanxingql · Apr 22, 2022 · fa74932 · fa74932
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diff --git a/README.md b/README.md
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 # How We Win the NTIRE 2022 Challenge on Super-Resolution and Quality Enhancement of Compressed Video
 
-Our team (TaoMC2) wins the NTIRE 2022 Challenge on Super-Resolution and Quality Enhancement of Compressed Video!
+Our team (TaoMC2) wins the [NTIRE 2022 Challenge on Super-Resolution and Quality Enhancement of Compressed Video](https://data.vision.ee.ethz.ch/cvl/ntire22/)!
 
 - Track1 (Quality enhancement): **rank 1st!**
 - Track2 (Quality enhancement and x2 SR): **rank 1st!**
 - Track3 (Quality enhancement and x4 SR): **rank 2nd!**
 
-## Resource
+## Open-Source
 
-- [ ] Report of our performance: official report of the challenge (eta: May 2022).
-- [ ] Report of our pre-training and progressive training method: CVPRW 2022 (eta: May 2022).
-- [ ] Report of our improved flows and the strategy of removing redundant frames: paper (eta: June 2022).
-- [ ] Sharing of our experience: blog (eta: June 2022).
+- [x] Sharing of our experience: [[Blog-zh]](https://github.com/ryanxingql/winner-ntire22-vqe/blog_zh.md) [[Blog-en]](https://github.com/ryanxingql/winner-ntire22-vqe/blog_en.md)
+- [x] Report of our performance: [[NTIRE22 official report]](https://arxiv.org/abs/2204.09314)
+- [x] Paper of our pre-training and progressive training method: [[CVPRW paper]](https://arxiv.org/abs/2204.09924)
+- [ ] Paper of our improved propagation and methods beyond competition (eta: July 2022)
 
-Due to the legal limitation, we cannot release our data-set and model for this competition temporally.
-
-We will open-source the code and model for our published paper.
+Due to the legal limitation, we cannot release our data-set and model for this competition temporally. We will open-source the code and model for our published paper.
 
 ## Acknowledgement
 
-This work is done during my research intern at the [Tao Tech department](https://tech.taobao.org), Alibaba Group.
+This work is done during my research intern at the department of [Tao Technology](https://tech.taobao.org), Alibaba Group.
 
 Thanks to my mentor Meisong Zheng, teammates [Minglang Qiao](https://github.com/MinglangQiao) and [Lai Jiang](https://github.com/remega), advisor [Mai Xu](https://scholar.google.com/citations?user=JdhDuXAAAAAJ), Huaida Liu and [Ying Chen](https://scholar.google.com/citations?user=NpTmcKEAAAAJ).
 

diff --git a/blog_en.md b/blog_en.md
diff --git a/blog_zh.md b/blog_zh.md
diff --git a/figs/convnext.png b/figs/convnext.png
diff --git a/figs/cvprw.png b/figs/cvprw.png
diff --git a/figs/diagram.png b/figs/diagram.png
diff --git a/figs/different_losses.png b/figs/different_losses.png
diff --git a/figs/ensemble.png b/figs/ensemble.png
diff --git a/figs/extra_data.png b/figs/extra_data.png
diff --git a/figs/final_results.png b/figs/final_results.png
diff --git a/figs/flow_based_dcn_offset.png b/figs/flow_based_dcn_offset.png
diff --git a/figs/frame_number.png b/figs/frame_number.png
diff --git a/figs/lr.png b/figs/lr.png
diff --git a/figs/mprnet.png b/figs/mprnet.png
diff --git a/figs/ntire16.jpg b/figs/ntire16.jpg
diff --git a/figs/ntire21.png b/figs/ntire21.png
diff --git a/figs/ntire22.drawio b/figs/ntire22.drawio
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diff --git a/figs/ntire22.png b/figs/ntire22.png
diff --git a/figs/participants.png b/figs/participants.png
diff --git a/figs/pqf_contribution.png b/figs/pqf_contribution.png
diff --git a/figs/pqf_propagation.png b/figs/pqf_propagation.png
diff --git a/figs/precleaning.png b/figs/precleaning.png
diff --git a/figs/progressive_training.png b/figs/progressive_training.png
diff --git a/figs/psnr_categories.png b/figs/psnr_categories.png
diff --git a/figs/refill_key_frame.png b/figs/refill_key_frame.png
diff --git a/figs/repeated_frame.png b/figs/repeated_frame.png
diff --git a/figs/repeated_frame_enh.png b/figs/repeated_frame_enh.png
diff --git a/figs/second_order_propagation_basicvsrpp.png b/figs/second_order_propagation_basicvsrpp.png
diff --git a/figs/shallower_propagation.png b/figs/shallower_propagation.png
diff --git a/figs/similarity_flow_dcn_offset.png b/figs/similarity_flow_dcn_offset.png
diff --git a/figs/transformer_block.png b/figs/transformer_block.png
diff --git a/figs/unstable_dcn.png b/figs/unstable_dcn.png
diff --git a/figs/validation_offline.png b/figs/validation_offline.png
diff --git a/figs/vrt.png b/figs/vrt.png
diff --git a/figs/without_pqf.png b/figs/without_pqf.png
diff --git a/figs/x8tta.png b/figs/x8tta.png
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