62 citations · 75 across the 10 of their papers we have counts for
10 papers
REL-SF4PASS: Panoramic Semantic Segmentation with REL Depth Representation and Spherical Fusion
Xuewei Li, Xinghan Bao, Zhimin Chen +1
As an important and challenging problem in computer vision, Panoramic Semantic Segmentation (PASS) aims to give complete scene perception based on an ultra-wide angle of view. Most…
SphereDrag: Spherical Geometry-Aware Panoramic Image Editing
Zhiao Feng, Xuewei Li, Junjie Yang +3
Image editing has made great progress on planar images, but panoramic image editing remains underexplored. Due to their spherical geometry and projection distortions, panoramic ima…
Online Parallel Multi-Task Relationship Learning via Alternating Direction Method of Multipliers
Ruiyu Li, Peilin Zhao, Guangxia Li +2
Online multi-task learning (OMTL) enhances streaming data processing by leveraging the inherent relations among multiple tasks. It can be described as an optimization problem in wh…
SphereDiffusion: Spherical Geometry-Aware Distortion Resilient Diffusion Model
Tao Wu, Xuewei Li, Zhongang Qi +4
Controllable spherical panoramic image generation holds substantial applicative potential across a variety of domains.However, it remains a challenging task due to the inherent sph…
Bridging Cross-task Protocol Inconsistency for Distillation in Dense Object Detection
Longrong Yang, Xianpan Zhou, Xuewei Li +5
Knowledge distillation (KD) has shown potential for learning compact models in dense object detection. However, the commonly used softmax-based distillation ignores the absolute cl…
SGAT4PASS: Spherical Geometry-Aware Transformer for PAnoramic Semantic Segmentation
Xuewei Li, Tao Wu, Zhongang Qi +3
As an important and challenging problem in computer vision, PAnoramic Semantic Segmentation (PASS) gives complete scene perception based on an ultra-wide angle of view. Usually, pr…
Emotional Reaction Intensity Estimation Based on Multimodal Data
Shangfei Wang, Jiaqiang Wu, Feiyi Zheng +6
This paper introduces our method for the Emotional Reaction Intensity (ERI) Estimation Challenge, in CVPR 2023: 5th Workshop and Competition on Affective Behavior Analysis in-the-w…
LayoutDiffusion: Controllable Diffusion Model for Layout-to-image Generation
Guangcong Zheng, Xianpan Zhou, Xuewei Li +3
Recently, diffusion models have achieved great success in image synthesis. However, when it comes to the layout-to-image generation where an image often has a complex scene of mult…
Epoch-evolving Gaussian Process Guided Learning
Jiabao Cui, Xuewei Li, Bin Li +3
In this paper, we propose a novel learning scheme called epoch-evolving Gaussian Process Guided Learning (GPGL), which aims at characterizing the correlation information between th…
ResKD: Residual-Guided Knowledge Distillation
Xuewei Li, Songyuan Li, Bourahla Omar +2
Knowledge distillation, aimed at transferring the knowledge from a heavy teacher network to a lightweight student network, has emerged as a promising technique for compressing neur…