Mambair: A simple baseline for image restoration with state-space model
Recent years have seen significant advancements in image restoration, largely attributed to
the development of modern deep neural networks, such as CNNs and Transformers …
the development of modern deep neural networks, such as CNNs and Transformers …
Pointmamba: A simple state space model for point cloud analysis
Transformers have become one of the foundational architectures in point cloud analysis
tasks due to their excellent global modeling ability. However, the attention mechanism has …
tasks due to their excellent global modeling ability. However, the attention mechanism has …
Large point-to-gaussian model for image-to-3d generation
Recently, image-to-3D approaches have significantly advanced the generation quality and
speed of 3D assets based on large reconstruction models, particularly 3D Gaussian …
speed of 3D assets based on large reconstruction models, particularly 3D Gaussian …
Pre-training Point Cloud Compact Model with Partial-aware Reconstruction
The pre-trained point cloud model based on Masked Point Modeling (MPM) has exhibited
substantial improvements across various tasks. However, two drawbacks hinder their …
substantial improvements across various tasks. However, two drawbacks hinder their …