@article{mitigatingcatastrophicforgettingandmodec, title = {Mitigating Catastrophic Forgetting and Mode Collapse in Text-to-Image Diffusion via Latent Replay}, author = {Aoi Otani}, year = {2025}, eprint = {2509.10529}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.10529}, }