Ruiyuan Gao
13 papers · 2022–2026 · 6 venues · across top CS/AI venues
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Achievements
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Research topics
Deep Learning
(10)
Models
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Computer Vision
(8)
Generation
(7)
Artificial Intelligence
(3)
Machine Learning
(3)
Analysis
(3)
Core AI
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Domain-Specific
(2)
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Learning Types Β· Machine Learning
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Processing
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Keywords
diffusion model
(7)
text-to-image model
(2)
image generation
(2)
autonomous driving
(2)
video generation
(2)
multi-view generation
(2)
object detection
(1)
visual perception
(1)
adversarial robustness
(1)
content moderation
(1)
multimodal learning
(1)
image editing
(1)
bird's eye view
(1)
wavelet transform
(1)
anomaly detection
(1)
time series classification
(1)
semantic consistency
(1)
object tracking
(1)
adversarial attack
(1)
gaussian splatting
(1)
Papers
MagicDrive3D: Controllable 3D Generation for Any-View Rendering in Street Scenes
WACV 2026
Automated Evaluation of Large Vision-Language Models on Self-Driving Corner Cases
WACV 2025
MagicDrive-V2: High-Resolution Long Video Generation for Autonomous Driving with Adaptive Control
ICCV 2025
Non-Cross Diffusion for Semantic Consistency
WACV 2025
TrackDiffusion: Tracklet-Conditioned Video Generation via Diffusion Models
WACV 2025
DetDiffusion: Synergizing Generative and Perceptive Models for Enhanced Data Generation and Perception
CVPR 2024
GuardT2I: Defending Text-to-Image Models from Adversarial Prompts
NeurIPS 2024
MagicDrive: Street View Generation with Diverse 3D Geometry Control
ICLR 2024
MMA-Diffusion: MultiModal Attack on Diffusion Models
CVPR 2024
DIFFGUARD: Semantic Mismatch-Guided Out-of-Distribution Detection Using Pre-Trained Diffusion Models
ICCV 2023
DeciWatch: A Simple Baseline for 10Γ Efficient 2D and 3D Pose Estimation
ECCV 2022
Out-of-Distribution Detection with Semantic Mismatch under Masking
ECCV 2022
T-WaveNet: A Tree-Structured Wavelet Neural Network for Time Series Signal Analysis
ICLR 2022