2 papers
cs.CV2024
Learning Robust 3D Representation from CLIP via Dual Denoising
Shuqing Luo, Bowen Qu, Wei Gao
In this paper, we explore a critical yet under-investigated issue: how to learn robust and well-generalized 3D representation from pre-trained vision language models such as CLIP.…
cs.CV2024
A general framework for rotation invariant point cloud analysis
Shuqing Luo, Wei Gao
We propose a general method for deep learning based point cloud analysis, which is invariant to rotation on the inputs. Classical methods are vulnerable to rotation, as they usuall…