YinYang-Align: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment
Published in Under Review, 2024
Recommended citation: Yaswanth, N., et al. (2024). "YinYang-Align: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment." arXiv preprint arXiv:2502.03512. https://arxiv.org/abs/2502.03512
This paper addresses the challenge of balancing contradictory objectives in text-to-image alignment. YinYang-Align proposes a multi-objective optimization approach to direct preference optimization (DPO) for improved text-to-image generation models.