9 citations · 12 across the 4 of their papers we have counts for
4 papers
pyvene: A Library for Understanding and Improving PyTorch Models via Interventions
Zhengxuan Wu, Atticus Geiger, Aryaman Arora +5
Interventions on model-internal states are fundamental operations in many areas of AI, including model editing, steering, robustness, and interpretability. To facilitate such resea…
An Effective Two-stage Training Paradigm Detector for Small Dataset
Zheng Wang, Dong Xie, Hanzhi Wang +1
Learning from the limited amount of labeled data to the pre-train model has always been viewed as a challenging task. In this report, an effective and robust solution, the two-stag…
A Survey of Diffusion Based Image Generation Models: Issues and Their Solutions
Tianyi Zhang, Zheng Wang, Jing Huang +2
Recently, there has been significant progress in the development of large models. Following the success of ChatGPT, numerous language models have been introduced, demonstrating rem…
A Generalized Physical-knowledge-guided Dynamic Model for Underwater Image Enhancement
Pan Mu, Hanning Xu, Zheyuan Liu +3
Underwater images often suffer from color distortion and low contrast resulting in various image types, due to the scattering and absorption of light by water. While it is difficul…