Desai Xie
4 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(16)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Computer Vision
(3)
Deep Learning
(3)
Machine Learning
(2)
Reinforcement Learning
(2)
Analysis
(2)
Core AI
(2)
Generation
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Methods
(2)
Models
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Applications
(1)
Architectures
(1)
Keywords
3d reconstruction
(3)
large reconstruction model
(2)
synthesized data
(2)
neural radiance field
(2)
procedural generation
(2)
diffusion model
(1)
synthetic data
(1)
3d generation
(1)
novel view synthesis
(1)
trajectory generation
(1)
multi-view diffusion
(1)
camera control
(1)
sparse-view reconstruction
(1)
multi-view stereo
(1)
3d scene reconstruction
(1)
view synthesis
(1)
multi-view generation
(1)
model consistency
(1)
multi-view consistency
(1)
reinforcement learning fine-tuning
(1)
Papers
MegaSynth: Scaling Up 3D Scene Reconstruction with Synthesized Data
CVPR 2025
Carve3D: Improving Multi-view Reconstruction Consistency for Diffusion Models with RL Finetuning
CVPR 2024
LRM-Zero: Training Large Reconstruction Models with Synthesized Data
NeurIPS 2024
GAIT: Generating Aesthetic Indoor Tours with Deep Reinforcement Learning
ICCV 2023