Si-Yuan Cao
14 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (27) 🤝 Dynamic Duo (14)
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Keyword Collector
(72)
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Century Club · Bronze
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Unstoppable · Bronze
Venues
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Research topics
Computer Vision
(11)
Analysis
(9)
Deep Learning
(8)
Architectures
(6)
Machine Learning
(4)
Learning Types · Deep Learning
(4)
Processing
(4)
Artificial Intelligence
(3)
Learning Types · Machine Learning
(3)
Core AI · Artificial Intelligence
(2)
Domain-Specific
(2)
Computer Science
(1)
Applications
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Keywords
homography estimation
(5)
image registration
(4)
neural network
(3)
deep learning
(3)
unsupervised learning
(2)
multimodal learning
(2)
motion estimation
(2)
3d vision
(2)
iterative refinement
(2)
3d object detection
(2)
domain generalization
(1)
autonomous driving
(1)
depth estimation
(1)
cross-modal learning
(1)
feature matching
(1)
semantic segmentation
(1)
3d reconstruction
(1)
neural network optimization
(1)
knowledge distillation
(1)
zero-shot learning
(1)
Papers
Learning Better UAV-Based Cross-View Object Geo-Localization from Multi-Modal Prompts: MoP-UAV Benchmark and MoPT Framework
AAAI 2026
RaGS: Unleashing 3D Gaussian Splatting from 4D Radar and Monocular Cue for 3D Object Detection
CVPR 2026
Boosting Multi-View Indoor 3D Object Detection via Adaptive 3D Volume Construction
ICCV 2025
EDFFDNet: Towards Accurate and Efficient Unsupervised Multi-Grid Image Registration
ICCV 2025
Language Driven Occupancy Prediction
ICCV 2025
SSHNet: Unsupervised Cross-modal Homography Estimation via Problem Reformulation and Split Optimization
CVPR 2025
Context and Geometry Aware Voxel Transformer for Semantic Scene Completion
NeurIPS 2024
MCNet: Rethinking the Core Ingredients for Accurate and Efficient Homography Estimation
CVPR 2024
SCPNet: Unsupervised Cross-modal Homography Estimation via Intra-modal Self-supervised Learning
ECCV 2024
Aggregating Feature Point Cloud for Depth Completion
ICCV 2023
BEVPlace: Learning LiDAR-based Place Recognition using Bird's Eye View Images
ICCV 2023
Recurrent Homography Estimation Using Homography-Guided Image Warping and Focus Transformer
CVPR 2023
Structure Aggregation for Cross-Spectral Stereo Image Guided Denoising
CVPR 2023
Iterative Deep Homography Estimation
CVPR 2022