CCCaption: Dual-Reward RL for Complete and Correct Image Captioning
Published in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026
First author. Accepted to CVPR 2026 (CCF-A). Proposes completeness and correctness dual rewards with dynamic query sampling for efficient RL post-training; CCCaption-2B achieves capability comparable to Qwen3-VL-32B.
Recommended citation: Tang, Z., Wang, L., Qi, J., Jiang, W., Hou, P., Zeng, A., & Huang, J. (2026). "CCCaption: Dual-Reward RL for Complete and Correct Image Captioning." CVPR 2026.
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