Xiwu Chen
5 papers · 2020–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
Top co-authors
Research topics
Keywords
scene generation
(3)
autonomous driving
(2)
bird's eye view
(1)
diffusion model
(1)
novel view synthesis
(1)
world model
(1)
text-to-video generation
(1)
3d perception
(1)
semantic occupancy
(1)
4d scene generation
(1)
video diffusion model
(1)
temporal extrapolation
(1)
metric depth
(1)
gaussian rendering
(1)
temporal prediction
(1)
counting accuracy
(1)
cross-attention guidance
(1)
scene understanding
(1)
numerical alignment
(1)
video generation
(1)
Papers
When Numbers Speak: Aligning Textual Numerals and Visual Instances in Text-to-Video Diffusion Models
CVPR 2026
DiST-4D: Disentangled Spatiotemporal Diffusion with Metric Depth for 4D Driving Scene Generation
ICCV 2025
HERMES: A Unified Self-Driving World Model for Simultaneous 3D Scene Understanding and Generation
ICCV 2025
UniScene: Unified Occupancy-centric Driving Scene Generation
CVPR 2025
EPNet: Enhancing Point Features with Image Semantics for 3D Object Detection
ECCV 2020