Junda Cheng
9 papers · 2022–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(19)
⚡
Prolific Year · Productive
Top co-authors
Research topics
Computer Vision
(9)
Analysis
(8)
Deep Learning
(6)
Machine Learning
(5)
Architectures
(3)
Domain-Specific
(3)
Models
(3)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Artificial Intelligence
(1)
Natural Language Processing
(1)
Robotics
(1)
Application Areas
(1)
Capabilities
(1)
Core AI
(1)
Keywords
depth estimation
(8)
stereo matching
(5)
diffusion model
(2)
cost volume
(2)
zero-shot generalization
(2)
autonomous driving
(1)
attention mechanism
(1)
pose estimation
(1)
feature correlation
(1)
monocular depth estimation
(1)
iterative refinement
(1)
image matching
(1)
motion estimation
(1)
optical flow
(1)
image synthesis
(1)
scene layout
(1)
optical flow estimation
(1)
convolutional neural network
(1)
language model
(1)
disparity estimation
(1)
Papers
PromptStereo: Zero-Shot Stereo Matching via Structure and Motion Prompts
CVPR 2026
BANet: Bilateral Aggregation Network for Mobile Stereo Matching
ICCV 2025
Leveraging Consistent Spatio-Temporal Correspondence for Robust Visual Odometry
AAAI 2025
MonSter: Marry Monodepth to Stereo Unleashes Power
CVPR 2025
PriOr-Flow: Enhancing Primitive Panoramic Optical Flow with Orthogonal View
ICCV 2025
ZeroStereo: Zero-shot Stereo Matching from Single Images
ICCV 2025
Adaptive Fusion of Single-View and Multi-View Depth for Autonomous Driving
CVPR 2024
L-MAGIC: Language Model Assisted Generation of Images with Coherence
CVPR 2024
Attention Concatenation Volume for Accurate and Efficient Stereo Matching
CVPR 2022