This survey provides a thorough exploration of the concept of scene graphs, discussing their role in visual understanding tasks. Scene graphs represent objects, their attributes, and relationships, helping improve tasks like visual reasoning and …
Active learning (AL) attempts to maximize a model’s performance gain while annotating the fewest samples possible. Deep learning (DL) is greedy for data and requires a large amount of data supply to optimize a massive number of parameters if the …