6 citations · 19 across the 6 of their papers we have counts for
6 papers
Efficient Reasoning with Hidden Thinking
Xuan Shen, Yizhou Wang, Yufa Zhou +4
Chain-of-Thought (CoT) reasoning has become a powerful framework for improving complex problem-solving capabilities in Multimodal Large Language Models (MLLMs). However, the verbos…
Learning Meta-class Memory for Few-Shot Semantic Segmentation
Zhonghua Wu, Xiangxi Shi, Guosheng lin +1
Currently, the state-of-the-art methods treat few-shot semantic segmentation task as a conditional foreground-background segmentation problem, assuming each class is independent. I…
Remember What You have drawn: Semantic Image Manipulation with Memory
Xiangxi Shi, Zhonghua Wu, Guosheng Lin +2
Image manipulation with natural language, which aims to manipulate images with the guidance of language descriptions, has been a challenging problem in the fields of computer visio…
Finding It at Another Side: A Viewpoint-Adapted Matching Encoder for Change Captioning
Xiangxi Shi, Xu Yang, Jiuxiang Gu +2
Change Captioning is a task that aims to describe the difference between images with natural language. Most existing methods treat this problem as a difference judgment without the…
Watch It Twice: Video Captioning with a Refocused Video Encoder
Xiangxi Shi, Jianfei Cai, Shafiq Joty +1
With the rapid growth of video data and the increasing demands of various applications such as intelligent video search and assistance toward visually-impaired people, video captio…
Video Captioning with Boundary-aware Hierarchical Language Decoding and Joint Video Prediction
Xiangxi Shi, Jianfei Cai, Jiuxiang Gu +1
The explosion of video data on the internet requires effective and efficient technology to generate captions automatically for people who are not able to watch the videos. Despite…