Kseniya Cherenkova
6 papers · 2024–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(14)
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Computer Vision
(3)
Analysis
(3)
Core AI
(3)
Deep Learning
(2)
Architectures
(2)
Computer Science
(1)
Machine Learning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Applications
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Mathematics
(1)
Processing
(1)
Keywords
cad modeling
(2)
point cloud
(2)
reverse engineering
(2)
attention mechanism
(1)
code generation
(1)
3d vision
(1)
graph structure
(1)
sketch recognition
(1)
autoregressive model
(1)
vision-language model
(1)
cad model
(1)
agent system
(1)
computer-aided design
(1)
action generation
(1)
cad reconstruction
(1)
large language model
(1)
sketch rendering
(1)
parametric cad
(1)
tool augmentation
(1)
cad inference
(1)
Papers
CAD-Assistant: Tool-Augmented VLLMs as Generic CAD Task Solvers
ICCV 2025
CAD-Recode: Reverse Engineering CAD Code from Point Clouds
ICCV 2025
PICASSO: A Feed-Forward Framework for Parametric Inference of CAD Sketches via Rendering Self-Supervision
WACV 2025
CAD-SIGNet: CAD Language Inference from Point Clouds using Layer-wise Sketch Instance Guided Attention
CVPR 2024
SpelsNet: Surface Primitive Elements Segmentation by B-Rep Graph Structure Supervision
NeurIPS 2024
TransCAD: A Hierarchical Transformer for CAD Sequence Inference from Point Clouds
ECCV 2024