195 citations · 495 across the 35 of their papers we have counts for
3 papers · 2 filters
DENEB: A Hallucination-Robust Automatic Evaluation Metric for Image Captioning
Kazuki Matsuda, Yuiga Wada, Komei Sugiura
In this work, we address the challenge of developing automatic evaluation metrics for image captioning, with a particular focus on robustness against hallucinations. Existing metri…
Layer-Wise Relevance Propagation with Conservation Property for ResNet
Seitaro Otsuki, Tsumugi Iida, Félix Doublet +4
The transparent formulation of explanation methods is essential for elucidating the predictions of neural networks, which are typically black-box models. Layer-wise Relevance Propa…
Polos: Multimodal Metric Learning from Human Feedback for Image Captioning
Yuiga Wada, Kanta Kaneda, Daichi Saito +1
Establishing an automatic evaluation metric that closely aligns with human judgments is essential for effectively developing image captioning models. Recent data-driven metrics hav…