86 citations · 86 across the 4 of their papers we have counts for
4 papers
Revisiting DETR for Small Object Detection via Noise-Resilient Query Optimization
Xiaocheng Fang, Jieyi Cai, Huanyu Liu +3
Despite advancements in Transformer-based detectors for small object detection (SOD), recent studies show that these detectors still face challenges due to inherent noise sensitivi…
Cause-Effect Driven Optimization for Robust Medical Visual Question Answering with Language Biases
Huanjia Zhu, Yishu Liu, Xiaozhao Fang +2
Existing Medical Visual Question Answering (Med-VQA) models often suffer from language biases, where spurious correlations between question types and answer categories are inadvert…
Enhancing Few-Shot Classification without Forgetting through Multi-Level Contrastive Constraints
Bingzhi Chen, Haoming Zhou, Yishu Liu +3
Most recent few-shot learning approaches are based on meta-learning with episodic training. However, prior studies encounter two crucial problems: (1) \textit{the presence of induc…
TransAttUnet: Multi-level Attention-guided U-Net with Transformer for Medical Image Segmentation
Bingzhi Chen, Yishu Liu, Zheng Zhang +2
Accurate segmentation of organs or lesions from medical images is crucial for reliable diagnosis of diseases and organ morphometry. In recent years, convolutional encoder-decoder s…