2026. Adaptive Deep Learning Image Compression with Test Time Optimization and Importance Guided Quantization. International Journal of Engineering & Extended Technologies Research (IJEETR). 8, 2 (Mar. 2026), 4610–4621. DOI:https://doi.org/10.15662/IJEETR.2026.0802468.