Sanghyun Son

University of Maryland, College Park — United States

Computer Science · Physical Sciences

17h-index3.7kcitations81works1.32yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Advanced Image Processing Techniques(29), Image Processing Techniques and Applications(22), Advanced Vision and Imaging(17), Image and Signal Denoising Methods(17), Indoor and Outdoor Localization Technologies(14)

Publications81 total

Triangle Splatting+: Differentiable Rendering with Opaque Triangles
arXiv (Cornell University)·2025Open Access
Gradient-Based Trajectory Optimization with Parallelized Differentiable Traffic Simulation
2025· 1 cited
DMesh++: An Efficient Differentiable Mesh for Complex Shapes
arXiv (Cornell University)·2024Open Access
Gradient-based Trajectory Optimization with Parallelized Differentiable Traffic Simulation
arXiv (Cornell University)·2024Open Access
Deep Stochastic Kinematic Models for Probabilistic Motion Forecasting in Traffic
2024· 1 cited
Deep Stochastic Kinematic Models for Probabilistic Motion Forecasting in Traffic
arXiv (Cornell University)·2024Open Access
DMesh: A Differentiable Mesh Representation
arXiv (Cornell University)·2024Open Access
ICF-SRSR: Invertible scale-Conditional Function for Self-Supervised Real-world Single Image Super-Resolution
2024· 10 cited
DMesh: A Differentiable Mesh Representation
2024
Gradient Informed Proximal Policy Optimization
arXiv (Cornell University)·2023· 4 citedOpen Access
Visual, Spatial, Geometric-Preserved Place Recognition for Cross-View and Cross-Modal Collaborative Perception
2023· 5 cited
Content-Aware Local GAN for Photo-Realistic Super-Resolution
2023· 61 cited
ICF-SRSR: Invertible scale-Conditional Function for Self-Supervised Real-world Single Image Super-Resolution
arXiv (Cornell University)·2023Open Access
Traffic-Aware Autonomous Driving with Differentiable Traffic Simulation
2023· 3 cited
GeoLCR: Attention-based Geometric Loop Closure and Registration
arXiv (Cornell University)·2023Open Access
Differentiable Hybrid Traffic Simulation
ACM Transactions on Graphics·2022· 13 cited
Differentiable Hybrid Traffic Simulation
arXiv (Cornell University)·2022Open Access
Traffic-Aware Autonomous Driving with Differentiable Traffic Simulation
arXiv (Cornell University)·2022Open Access
WGICP: Differentiable Weighted GICP-Based Lidar Odometry
arXiv (Cornell University)·2022Open Access
CVF-SID: Cyclic multi-Variate Function for Self-Supervised Image Denoising by Disentangling Noise from Image
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)·2022· 101 cited
page 1 of 5Next →

Frequent Co-authors

Kyoung Mu Lee(24), Yunju Baek(16), Seungjun Nah(14), Radu Timofte(10), Hyuntae Cho(6), Hoon Choi(6), Chao Dong(4), Chen Change Loy(4), Wooseok Lee(4), Ming C. Lin(4), Heewon Kim(3), Xintao Wang(3), Ke Yu(3), Munchurl Kim(3), Yuchen Fan(3), Jiahui Yu(3), Ding Liu(3), Thomas S. Huang(3), Xiangyu Xu(3), Sungyong Baik(3)