2 papers
cs.CV2024
Reframing Image Difference Captioning with BLIP2IDC and Synthetic Augmentation
Gautier Evennou, Antoine Chaffin, Vivien Chappelier +1
The rise of the generative models quality during the past years enabled the generation of edited variations of images at an important scale. To counter the harmful effects of such…
cs.CL2024
Distinctive Image Captioning: Leveraging Ground Truth Captions in CLIP Guided Reinforcement Learning
Antoine Chaffin, Ewa Kijak, Vincent Claveau
Training image captioning models using teacher forcing results in very generic samples, whereas more distinctive captions can be very useful in retrieval applications or to produce…