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cs.CV2022
Instance Image Retrieval by Learning Purely From Within the Dataset
Zhongyan Zhang, Lei Wang, Yang Wang +4
Quality feature representation is key to instance image retrieval. To attain it, existing methods usually resort to a deep model pre-trained on benchmark datasets or even fine-tune…
cs.CV2022
One for All: One-stage Referring Expression Comprehension with Dynamic Reasoning
Zhipeng Zhang, Zhimin Wei, Zhongzhen Huang +2
Referring Expression Comprehension (REC) is one of the most important tasks in visual reasoning that requires a model to detect the target object referred by a natural language exp…