@article{tideachievingbalancedsubjectdrivenimageg, title = {TIDE: Achieving Balanced Subject-Driven Image Generation via Target-Instructed Diffusion Enhancement}, author = {Jibai Lin and Bo Ma and Yating Yang and Xi Zhou and Rong Ma and Turghun Osman and Ahtamjan Ahmat and Rui Dong and Lei Wang}, year = {2025}, eprint = {2509.06499}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.06499}, }