Bridging the Training-Deployment Gap: Gated Encoding and Multi-Scale Refinement for Efficient Quantization-Aware Image Enhancement

2026-04-24

Quantization aware training for RGB image enhancement task

Foreword

I would like to sincerely thank all of the members in my team: TA Tinh Anh, TA Tien Huy, Nguyen Trong Nghia, Vo Hoang and Bui Minh Hieu.

Disclaimer: This blog is not an official post for the paper or project, this post is based on my experience and is a reflect of what I learned from this challenge.

Introduction

Ideas

Limitation

What's next