Mutian Xu
10 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) πΊοΈ Taxonomy Completionist (24) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
π₯
Unstoppable
(5)
ποΈ
Keyword Collector
(57)
π
Century Club
(10)
Conferences
CVPR (6)
ECCV (2)
AAAI (1)
ICCV (1)
Top co-authors
Keywords
point cloud
(4)
3d reconstruction
(2)
diffusion model
(2)
semantic segmentation
(1)
robotic manipulation
(1)
domain adaptation
(1)
imitation learning
(1)
video generation
(1)
self-supervised learning
(1)
attention mechanism
(1)
surface reconstruction
(1)
depth estimation
(1)
3d vision
(1)
3d scene understanding
(1)
neural rendering
(1)
object detection
(1)
3d object classification
(1)
image generation
(1)
disentangled representation
(1)
representation learning
(1)
Papers
TASTE-Rob: Advancing Video Generation of Task-Oriented Hand-Object Interaction for Generalizable Robotic Manipulation
CVPR 2025
Stable-Sim2Real: Exploring Simulation of Real-Captured 3D Data with Two-Stage Depth Diffusion
ICCV 2025
RichDreamer: A Generalizable Normal-Depth Diffusion Model for Detail Richness in Text-to-3D
CVPR 2024
Free-ATM: Harnessing Free Attention Masks for Representation Learning on Diffusion-Generated Images
ECCV 2024
REC-MV: REconstructing 3D Dynamic Cloth From Monocular Videos
CVPR 2023
MM-3DScene: 3D Scene Understanding by Customizing Masked Modeling With Informative-Preserved Reconstruction and Self-Distilled Consistency
CVPR 2023
MVImgNet: A Large-Scale Dataset of Multi-View Images
CVPR 2023
TO-Scene: A Large-Scale Dataset for Understanding 3D Tabletop Scenes
ECCV 2022
Learning Geometry-Disentangled Representation for Complementary Understanding of 3D Object Point Cloud
AAAI 2021
PAConv: Position Adaptive Convolution With Dynamic Kernel Assembling on Point Clouds
CVPR 2021