activity
20172023
most citedQuadTree Attention for Vision Transformers

70 citations · 127 across the 8 of their papers we have counts for

collaborators

9 papers

cs.CV2023★ 26 cited

MVDiffusion: Enabling Holistic Multi-view Image Generation with Correspondence-Aware Diffusion

Shitao Tang, Fuyang Zhang, Jiacheng Chen +2

This paper introduces MVDiffusion, a simple yet effective method for generating consistent multi-view images from text prompts given pixel-to-pixel correspondences (e.g., perspecti…

cs.CV2022★ 2 cited

NeuMap: Neural Coordinate Mapping by Auto-Transdecoder for Camera Localization

Shitao Tang, Sicong Tang, Andrea Tagliasacchi +2

This paper presents an end-to-end neural mapping method for camera localization, dubbed NeuMap, encoding a whole scene into a grid of latent codes, with which a Transformer-based a…

cs.CV2022★ 6 cited

RenderNet: Visual Relocalization Using Virtual Viewpoints in Large-Scale Indoor Environments

Jiahui Zhang, Shitao Tang, Kejie Qiu +6

Visual relocalization has been a widely discussed problem in 3D vision: given a pre-constructed 3D visual map, the 6 DoF (Degrees-of-Freedom) pose of a query image is estimated. Re…

cs.CV2022★ 70 cited

QuadTree Attention for Vision Transformers

Shitao Tang, Jiahui Zhang, Siyu Zhu +1

Transformers have been successful in many vision tasks, thanks to their capability of capturing long-range dependency. However, their quadratic computational complexity poses a maj…

cs.CV2021★ 3 cited

Learning Camera Localization via Dense Scene Matching

Shitao Tang, Chengzhou Tang, Rui Huang +2

Camera localization aims to estimate 6 DoF camera poses from RGB images. Traditional methods detect and match interest points between a query image and a pre-built 3D model. Recent…

cs.CV2020★ 5 cited

Channel Equilibrium Networks for Learning Deep Representation

Wenqi Shao, Shitao Tang, Xingang Pan +3

Convolutional Neural Networks (CNNs) are typically constructed by stacking multiple building blocks, each of which contains a normalization layer such as batch normalization (BN) a…