Advances in Computer Vision over the past year reflect a clear shift in priorities, from optimizing benchmark metrics to building adaptable, efficient, and deployable models under real-world constraints. Improvements in architectural design, such as structured attention and hybrid encoders, now align closely with requirements like label efficiency, latency tolerance, and domain generalization.   These latest developments […]