New papers and corrections

[duanzhiihao]

Hi, thank you for creating this repo. It is super helpful for following the research in this field!

I think there are several related papers that are missing from the repo: Survey-&-Theory:

• Lossy Compression for Lossless Prediction, NeurIPS 2021 Spotlight, openreview, arxiv, neurips
• Rate-Distortion in Image Coding for Machines, PCS 2022, IEEE Xplore

Compress-Then-Analysis:

• Towards Image Understanding from Deep Compression Without Decoding, ICLR 2018, openreview, arxiv
• Faster Neural Networks Straight from JPEG, NeurIPS 2018, neurips
• Unified Architecture Adaptation for Compressed Domain Semantic Inference, TCSVT 2023, IEEE Xplore

Feature-Compression:

• Supervised Compression for Resource-Constrained Edge Computing Systems, WACV 2022, arxiv, IEEE Xplore
• Efficient Feature Compression for Edge-Cloud Systems, PCS 2022 (Best Paper Award Finalists), IEEE Xplore

A minor correction: in the Feature-Compression section, "Semantic Segmentation In Learned Compressed Domain" is not the best paper of PCS 2022. It was one of the Best Paper Award Finalists, which had 5 papers in total.

[Yunpeng-Qi]

Thank you so much for your supplement and correction to this repo! We will add these papers immediately.