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cs.LG2026
ClaimDiff-RL: Fine-Grained Caption Reinforcement Learning through Visual Claim Comparison
Tianle Li, Xuyang Shen, Yan Ma +7
Long-form image captioning exposes a reward granularity problem in RL: captions are judged as whole sequences, while the important errors occur at the level of individual visual cl…
cs.LG2021★ 2 cited
FixNorm: Dissecting Weight Decay for Training Deep Neural Networks
Yucong Zhou, Yunxiao Sun, Zhao Zhong
Weight decay is a widely used technique for training Deep Neural Networks(DNN). It greatly affects generalization performance but the underlying mechanisms are not fully understood…