Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: To learn from visual collections, manual annotations are required. Humans hover can no longer keep up with providing strong and time consuming annotations on the ever increasing alth of visual data. As a result, approaches are required that can learn from fast and ak forms of annotations in visual data. This doctorial symposium summarizes my ongoing PhD dissertation on how to utilize akly-supervised annotations to recognize, localize, and explain visual entities in images and videos. In this context, visual entities denote objects, scenes, and actions (in images), and actions and events (in videos). The summary is performed through four publications. For each publication,  discuss the current state-of-the-art, as ll as our proposed novelties and performed experiments. The end of the summary discusses several possibilities to extend the dissertation.
['Pascal Mettes']
I am writing a research paper on a idea Weakly-Supervised Recognition, Localization, and Explanation of Visual Entities
[{"from": "human", "value": "I am writing a research paper on a idea Weakly-Supervised Recognition, Localization, and Explanation of Visual Entities"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: To learn from visual collections, manual annotations are required. Humans hover can no longer keep up with providing strong and time consuming annotations on the ever increasing alth of visual data. As a result, approaches are required that can learn from fast and ak forms of annotations in visual data. This doctorial symposium summarizes my ongoing PhD dissertation on how to utilize akly-supervised annotations to recognize, localize, and explain visual entities in images and videos. In this context, visual entities denote objects, scenes, and actions (in images), and actions and events (in videos). The summary is performed through four publications. For each publication,  discuss the current state-of-the-art, as ll as our proposed novelties and performed experiments. The end of the summary discusses several possibilities to extend the dissertation."}]