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Second Place Solution of WSDM2023 Toloka Visual Question Answering Challenge
Xiangyu Wu, Zhouyang Chi, Yang Yang +1
In this paper, we present our solution for the WSDM2023 Toloka Visual Question Answering Challenge. Inspired by the application of multimodal pre-trained models to various downstre…
First Place Solution of 2023 Global Artificial Intelligence Technology Innovation Competition Track 1
Xiangyu Wu, Hailiang Zhang, Yang Yang +1
In this paper, we present our champion solution to the Global Artificial Intelligence Technology Innovation Competition Track 1: Medical Imaging Diagnosis Report Generation. We sel…
The Solution for Temporal Sound Localisation Task of ICCV 1st Perception Test Challenge 2023
Yurui Huang, Yang Yang, Shou Chen +3
In this paper, we propose a solution for improving the quality of temporal sound localization. We employ a multimodal fusion approach to combine visual and audio features. High-qua…
TAI++: Text as Image for Multi-Label Image Classification by Co-Learning Transferable Prompt
Xiangyu Wu, Qing-Yuan Jiang, Yang Yang +3
The recent introduction of prompt tuning based on pre-trained vision-language models has dramatically improved the performance of multi-label image classification. However, some ex…