Ron Kimmel
22 papers · 2015–2026 · 7 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (36) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🧬
Topic Evolution
🏆
Keyword Champion
(2)
🌈
Renaissance Researcher
(5)
🔥
Unstoppable · Bronze
🚀
Conference Pioneer
💎
Century Club · Bronze
🗃️
Keyword Collector
(104)
Top co-authors
Research topics
Computer Vision
(11)
Machine Learning
(11)
Analysis
(9)
Deep Learning
(5)
Mathematics & Optimization
(5)
Core Methods
(5)
Generation
(4)
Mathematics
(4)
Optimization
(4)
Optimization & Theory
(4)
Processing
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Learning Types
(3)
Computer Science
(2)
Keywords
3d reconstruction
(3)
image editing
(2)
unsupervised learning
(2)
geodesic distance
(2)
spectral analysis
(2)
real-time processing
(2)
shape from shading
(2)
diffusion model
(2)
laplace-beltrami operator
(2)
multidimensional scaling
(2)
spectral basis
(2)
point cloud registration
(2)
manifold learning
(2)
point cloud
(2)
3d vision
(2)
image captioning
(1)
knowledge distillation
(1)
image fusion
(1)
conformal prediction
(1)
video generation
(1)
Papers
Learning Eigenstructures of Unstructured Data Manifolds
CVPR 2026
Conformalized Survival Analysis for General Right-Censored Data
ICLR 2025
Finsler Multi-Dimensional Scaling: Manifold Learning for Asymmetric Dimensionality Reduction and Embedding
CVPR 2025
Paint by Inpaint: Learning to Add Image Objects by Removing Them First
CVPR 2025
Pathways on the Image Manifold: Image Editing via Video Generation
CVPR 2025
FuseCap: Leveraging Large Language Models for Enriched Fused Image Captions
WACV 2024
GS2Mesh: Surface Reconstruction from Gaussian Splatting via Novel Stereo Views
ECCV 2024
Wormhole Loss for Partial Shape Matching
NeurIPS 2024
Multimodal Colored Point Cloud to Image Alignment
CVPR 2022
Unsupervised High-Fidelity Facial Texture Generation and Reconstruction
ECCV 2022
Provably Approximated Point Cloud Registration
ICCV 2021
LIMP: Learning Latent Shape Representations with Metric Preservation Priors
ECCV 2020
Towards Precise Completion of Deformable Shapes
ECCV 2020
Learning to Optimize Multigrid PDE Solvers
ICML 2019
Unsupervised Learning of Dense Shape Correspondence
CVPR 2019
Specular-to-Diffuse Translation for Multi-View Reconstruction
ECCV 2018
Geodesic Distance Descriptors
CVPR 2017
Learning Detailed Face Reconstruction From a Single Image
CVPR 2017
Unrestricted Facial Geometry Reconstruction Using Image-To-Image Translation
ICCV 2017
Real-Time Depth Refinement for Specular Objects
CVPR 2016
Classical Scaling Revisited
ICCV 2015
RGBD-Fusion: Real-Time High Precision Depth Recovery
CVPR 2015