Search Results for author: Timin Gao

Found 3 papers, 1 papers with code

Cantor: Inspiring Multimodal Chain-of-Thought of MLLM

no code implementations24 Apr 2024 Timin Gao, Peixian Chen, Mengdan Zhang, Chaoyou Fu, Yunhang Shen, Yan Zhang, Shengchuan Zhang, Xiawu Zheng, Xing Sun, Liujuan Cao, Rongrong Ji

This paper delves into the realm of multimodal CoT to solve intricate visual reasoning tasks with multimodal large language models(MLLMs) and their cognitive capability.

Decision Making Logical Reasoning +1

Multi-Modal Prompt Learning on Blind Image Quality Assessment

1 code implementation23 Apr 2024 Wensheng Pan, Timin Gao, Yan Zhang, Runze Hu, Xiawu Zheng, Enwei Zhang, Yuting Gao, Yutao Liu, Yunhang Shen, Ke Li, Shengchuan Zhang, Liujuan Cao, Rongrong Ji

Image Quality Assessment (IQA) models benefit significantly from semantic information, which allows them to treat different types of objects distinctly.

Blind Image Quality Assessment

Adaptive Feature Selection for No-Reference Image Quality Assessment by Mitigating Semantic Noise Sensitivity

no code implementations11 Dec 2023 Xudong Li, Timin Gao, Runze Hu, Yan Zhang, Shengchuan Zhang, Xiawu Zheng, Jingyuan Zheng, Yunhang Shen, Ke Li, Yutao Liu, Pingyang Dai, Rongrong Ji

Specifically, QFM-IQM enhances the semantic noise distinguish capabilities by matching image pairs with similar quality scores but varying semantic features as adversarial semantic noise and adaptively adjusting the upstream task's features by reducing sensitivity to adversarial noise perturbation.

Contrastive Learning feature selection +2

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