1 citations · 1 across the 4 of their papers we have counts for
4 papers
VocaDet: Sample-Driven Open-Vocabulary Object Detection and Segmentation via Visual Tokenization and Vector Database Retrieval
ZhiXin Sun
Open-vocabulary object detection and segmentation aim to recognize arbitrary objects beyond predefined categories. Although recent vision-language and reference-based approaches ha…
Robustness of Deep Equilibrium Architectures to Changes in the Measurement Model
Junhao Hu, Shirin Shoushtari, Zihao Zou +3
Deep model-based architectures (DMBAs) are widely used in imaging inverse problems to integrate physical measurement models and learned image priors. Plug-and-play priors (PnP) and…
SINCO: A Novel structural regularizer for image compression using implicit neural representations
Harry Gao, Weijie Gan, Zhixin Sun +1
Implicit neural representations (INR) have been recently proposed as deep learning (DL) based solutions for image compression. An image can be compressed by training an INR model w…
Visual-aware Attention Dual-stream Decoder for Video Captioning
Zhixin Sun, Xian Zhong, Shuqin Chen +2
Video captioning is a challenging task that captures different visual parts and describes them in sentences, for it requires visual and linguistic coherence. The attention mechanis…