Some examples from the VID-sentence dataset are shown in Fig.
it is desirable to have a diverse distribution of the matching behaviors n=1 , we propose a diversity loss L div to strengthen the matching behaviors between reliable instance-sentence pairs and penalize the unreliable ones during training.