23 citations · 44 across the 5 of their papers we have counts for
5 papers
IT3D: Improved Text-to-3D Generation with Explicit View Synthesis
Yiwen Chen, Chi Zhang, Xiaofeng Yang +4
Recent strides in Text-to-3D techniques have been propelled by distilling knowledge from powerful large text-to-image diffusion models (LDMs). Nonetheless, existing Text-to-3D appr…
Attention-Driven Lightweight Model for Pigmented Skin Lesion Detection
Mingzhe Hu, Xiaofeng Yang
This study presents a lightweight pipeline for skin lesion detection, addressing the challenges posed by imbalanced class distribution and subtle or atypical appearances of some le…
BreastSAM: A Study of Segment Anything Model for Breast Tumor Detection in Ultrasound Images
Mingzhe Hu, Yuheng Li, Xiaofeng Yang
Breast cancer is one of the most common cancers among women worldwide, with early detection significantly increasing survival rates. Ultrasound imaging is a critical diagnostic too…
Effective End-to-End Vision Language Pretraining with Semantic Visual Loss
Xiaofeng Yang, Fayao Liu, Guosheng Lin
Current vision language pretraining models are dominated by methods using region visual features extracted from object detectors. Given their good performance, the extract-then-pro…
Self-Training Vision Language BERTs with a Unified Conditional Model
Xiaofeng Yang, Fengmao Lv, Fayao Liu +1
Natural language BERTs are trained with language corpus in a self-supervised manner. Unlike natural language BERTs, vision language BERTs need paired data to train, which restricts…