VeCAF: Vision-language Collaborative Active Finetuning with Training Objective Awareness

no code implementations • 15 Jan 2024 • Rongyu Zhang, Zefan Cai, Huanrui Yang, Zidong Liu, Denis Gudovskiy, Tomoyuki Okuno, Yohei Nakata, Kurt Keutzer, Baobao Chang, Yuan Du, Li Du, Shanghang Zhang

Finetuning a pretrained vision model (PVM) is a common technique for learning downstream vision tasks.

Computational Efficiency Image Classification

InstructPix2NeRF: Instructed 3D Portrait Editing from a Single Image

1 code implementation • 6 Nov 2023 • Jianhui Li, Shilong Liu, Zidong Liu, Yikai Wang, Kaiwen Zheng, Jinghui Xu, Jianmin Li, Jun Zhu

With the success of Neural Radiance Field (NeRF) in 3D-aware portrait editing, a variety of works have achieved promising results regarding both quality and 3D consistency.