85 citations · 86 across the 6 of their papers we have counts for
6 papers
Mind the Couch! Eliciting MLLM Reasoning in Interior Design via Weak-to-Strong Task Vector Injection
Yuxuan Yang, Jingyao Wang, Luntian Mou
Multimodal Large Language Models (MLLMs) have demonstrated great performance, yet they often suffer from severe modality misalignment when confronted with densely constrained space…
Image-based Freeform Handwriting Authentication with Energy-oriented Self-Supervised Learning
Jingyao Wang, Luntian Mou, Changwen Zheng +1
Freeform handwriting authentication verifies a person's identity from their writing style and habits in messy handwriting data. This technique has gained widespread attention in re…
CSSL-RHA: Contrastive Self-Supervised Learning for Robust Handwriting Authentication
Jingyao Wang, Luntian Mou, Changwen Zheng +1
Handwriting authentication is a valuable tool used in various fields, such as fraud prevention and cultural heritage protection. However, it remains a challenging task due to the c…
Pathological Visual Question Answering
Xuehai He, Zhuo Cai, Wenlan Wei +4
Is it possible to develop an "AI Pathologist" to pass the board-certified examination of the American Board of Pathology (ABP)? To build such a system, three challenges need to be…
TreeGAN: Incorporating Class Hierarchy into Image Generation
Ruisi Zhang, Luntian Mou, Pengtao Xie
Conditional image generation (CIG) is a widely studied problem in computer vision and machine learning. Given a class, CIG takes the name of this class as input and generates a set…
PathVQA: 30000+ Questions for Medical Visual Question Answering
Xuehai He, Yichen Zhang, Luntian Mou +2
Is it possible to develop an "AI Pathologist" to pass the board-certified examination of the American Board of Pathology? To achieve this goal, the first step is to create a visual…