bash eval_flickr.sh

bash eval_coco.sh

python train.py --id CE-scan-sup-0.1kl --caption_model topdown --input_json data/flickrtalk.json --input_fc_dir data/flickrbu/flickrbu_fc --input_att_dir data/flickrbu/flickrbu_att  --input_box_dir data/flickrbu/flickrbu_box  --input_label_h5 data/flickrtalk_label.h5 --batch_size 29 --learning_rate 5e-4 --learning_rate_decay_start 0 --scheduled_sampling_start 0 --checkpoint_path log/CE-scan-sup-0.1kl --save_checkpoint_every 1000 --val_images_use -1 --max_epochs 30  --att_supervise  True   --att_supervise_weight 0.1

python train.py --id sc-ground-CE-scan-sup-0.1kl --caption_model topdown --input_json data/flickrtalk.json --input_fc_dir data/flickrbu/flickrbu_fc --input_att_dir data/flickrbu/flickrbu_att  --input_box_dir data/flickrbu/flickrbu_box  --input_label_h5 data/flickrtalk_label.h5 --batch_size 29 --learning_rate 5e-5 --start_from log/CE-scan-sup-0.1kl --checkpoint_path log/sc-ground-CE-scan-sup-0.1kl --save_checkpoint_every 1000 --language_eval 1 --val_images_use -1 --self_critical_after 30  --max_epochs  110      --cider_reward_weight  1
--ground_reward_weight   1 

@inproceedings{zhou2020grounded,
  title={More Grounded Image Captioning by Distilling Image-Text Matching Model},
  author={Zhou, Yuanen and Wang, Meng and Liu, Daqing and  Hu, Zhenzhen and Zhang, Hanwang},
  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year={2020}
}