Guan Huang
25 papers · 2019–2026 · 6 venues · across top CS/AI venues
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Research topics
Computer Vision
(17)
Analysis
(16)
Deep Learning
(14)
Machine Learning
(10)
Artificial Intelligence
(8)
Learning Types Β· Deep Learning
(8)
Core AI
(6)
Domain-Specific
(6)
Learning Types Β· Machine Learning
(5)
Application Areas
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Architectures
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Core Methods
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Techniques
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Generation
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Learning Paradigms
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Keywords
autonomous driving
(5)
object detection
(3)
neural network
(3)
attention mechanism
(3)
world model
(3)
video generation
(3)
3d gaussian splatting
(2)
semantic segmentation
(2)
keypoint detection
(2)
3d object detection
(2)
self-supervised learning
(2)
instance segmentation
(2)
diffusion model
(2)
knowledge distillation
(2)
depth estimation
(2)
person re-identification
(2)
scene reconstruction
(2)
metric learning
(2)
human pose estimation
(2)
convolutional neural network
(2)
Papers
SwiftVLA: Unlocking Spatiotemporal Dynamics for Lightweight VLA Models at Minimal Overhead
CVPR 2026
DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation
AAAI 2025
DriveDreamer4D: World Models Are Effective Data Machines for 4D Driving Scene Representation
CVPR 2025
Federated Oriented Learning: A Practical One-Shot Personalized Federated Learning Framework
ICML 2025
HumanDreamer: Generating Controllable Human-Motion Videos via Decoupled Generation
CVPR 2025
ReconDreamer: Crafting World Models for Driving Scene Reconstruction via Online Restoration
CVPR 2025
ReconDreamer++: Harmonizing Generative and Reconstructive Models for Driving Scene Representation
ICCV 2025
WonderTurbo: Generating Interactive 3D World in 0.72 Seconds
ICCV 2025
DriveDreamer: Towards Real-world-driven World Models for Autonomous Driving
ECCV 2024
Are We Ready for Vision-Centric Driving Streaming Perception? The ASAP Benchmark
CVPR 2023
A Simple Baseline for Multi-Camera 3D Object Detection
AAAI 2023
CompletionFormer: Depth Completion With Convolutions and Vision Transformers
CVPR 2023
Crafting Monocular Cues and Velocity Guidance for Self-Supervised Multi-Frame Depth Learning
AAAI 2023
CAFE: Learning To Condense Dataset by Aligning Features
CVPR 2022
DenseCLIP: Language-Guided Dense Prediction With Context-Aware Prompting
CVPR 2022
Dimension Embeddings for Monocular 3D Object Detection
CVPR 2022
MVSTER: Epipolar Transformer for Efficient Multi-View Stereo
ECCV 2022
SurroundDepth: Entangling Surrounding Views for Self-Supervised Multi-Camera Depth Estimation
CoRL 2022
Gait Recognition in the Wild: A Benchmark
ICCV 2021
SIMPLE: SIngle-network with Mimicking and Point Learning for Bottom-up Human Pose Estimation
AAAI 2021
Structure-Aware Face Clustering on a Large-Scale Graph With 107 Nodes
CVPR 2021
WebFace260M: A Benchmark Unveiling the Power of Million-Scale Deep Face Recognition
CVPR 2021
End-to-End Thorough Body Perception for Person Search
AAAI 2020
The Devil Is in the Details: Delving Into Unbiased Data Processing for Human Pose Estimation
CVPR 2020
Attention-Guided Unified Network for Panoptic Segmentation
CVPR 2019