Xuanchi Ren
11 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (24) 🐣 Hot Topic Early Bird 🗃️ Keyword Collector (57)
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Computer Vision
(9)
Deep Learning
(9)
Models
(6)
Analysis
(5)
Generation
(4)
Artificial Intelligence
(3)
Machine Learning
(3)
Core AI · Artificial Intelligence
(3)
Domain-Specific
(3)
Learning Types · Machine Learning
(3)
Architectures
(2)
Learning Types · Deep Learning
(2)
Core AI · Computer Vision
(1)
Core Methods
(1)
Processing
(1)
Keywords
novel view synthesis
(3)
diffusion model
(3)
video generation
(3)
autonomous driving
(2)
representation learning
(2)
3d reconstruction
(2)
gaussian splatting
(2)
sparse representation
(1)
depth estimation
(1)
scene understanding
(1)
point cloud
(1)
trajectory prediction
(1)
3d vision
(1)
video restoration
(1)
artifact removal
(1)
image generation
(1)
vector quantization
(1)
group theory
(1)
scene reconstruction
(1)
style transfer
(1)
Papers
DIFIX3D+: Improving 3D Reconstructions with Single-Step Diffusion Models
CVPR 2025
GEN3C: 3D-Informed World-Consistent Video Generation with Precise Camera Control
CVPR 2025
InfiniCube: Unbounded and Controllable Dynamic 3D Driving Scene Generation with World-Guided Video Models
ICCV 2025
SCube: Instant Large-Scale Scene Reconstruction using VoxSplats
NeurIPS 2024
XCube: Large-Scale 3D Generative Modeling using Sparse Voxel Hierarchies
CVPR 2024
Blind Video Deflickering by Neural Filtering With a Flawed Atlas
CVPR 2023
Learning Disentangled Representation by Exploiting Pretrained Generative Models: A Contrastive Learning View
ICLR 2022
Look Outside the Room: Synthesizing a Consistent Long-Term 3D Scene Video From a Single Image
CVPR 2022
Retriever: Learning Content-Style Representation as a Token-Level Bipartite Graph
ICLR 2022
Towards Building A Group-based Unsupervised Representation Disentanglement Framework
ICLR 2022
Safety-Aware Motion Prediction With Unseen Vehicles for Autonomous Driving
ICCV 2021