78 citations · 80 across the 10 of their papers we have counts for
10 papers
Hierarchical and Step-Layer-Wise Tuning of Attention Specialty for Multi-Instance Synthesis in Diffusion Transformers
Chunyang Zhang, Zhenhong Sun, Zhicheng Zhang +5
Text-to-image (T2I) generation models often struggle with multi-instance synthesis (MIS), where they must accurately depict multiple distinct instances in a single image based on c…
GiraffeDet: A Heavy-Neck Paradigm for Object Detection
Yiqi Jiang, Zhiyu Tan, Junyan Wang +3
In conventional object detection frameworks, a backbone body inherited from image recognition models extracts deep latent features and then a neck module fuses these latent feature…
AnANet: Modeling Association and Alignment for Cross-modal Correlation Classification
Nan Xu, Junyan Wang, Yuan Tian +2
The explosive increase of multimodal data makes a great demand in many cross-modal applications that follow the strict prior related assumption. Thus researchers study the definiti…
Empirical Bayes Model Averaging with Influential Observations: Tuning Zellner's g Prior for Predictive Robustness
Christopher M. Hans, Mario Peruggia, Junyan Wang
The behavior of Bayesian model averaging (BMA) for the normal linear regression model in the presence of influential observations that contribute to model misfit is investigated. R…
Segmentation Rectification for Video Cutout via One-Class Structured Learning
Junyan Wang, Sai-kit Yeung, Jue Wang +1
Recent works on interactive video object cutout mainly focus on designing dynamic foreground-background (FB) classifiers for segmentation propagation. However, the research on opti…
Superpixelizing Binary MRF for Image Labeling Problems
Junyan Wang, Sai-Kit Yeung
Superpixels have become prevalent in computer vision. They have been used to achieve satisfactory performance at a significantly smaller computational cost for various tasks. Peopl…