Volkan Isler
10 papers · 2005–2026 · 8 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (20) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Ultra
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Conference Pioneer
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Unstoppable Β· Bronze
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Century Club Β· Bronze
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Keyword Collector
(53)
Top co-authors
Research topics
Computer Vision
(6)
Machine Learning
(5)
Analysis
(5)
Deep Learning
(4)
Generation
(4)
Artificial Intelligence
(2)
Mathematics & Optimization
(2)
Core AI Β· Artificial Intelligence
(2)
Core Methods
(2)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Architectures
(1)
Core AI Β· Computer Vision
(1)
Mathematics
(1)
Models
(1)
Keywords
3d reconstruction
(4)
motion estimation
(1)
audio-visual fusion
(1)
multimodal learning
(1)
point cloud
(1)
audio-visual learning
(1)
structure from motion
(1)
text-to-image generation
(1)
gaussian splatting
(1)
neural rendering
(1)
implicit representation
(1)
energy efficiency
(1)
gaussian process regression
(1)
3d pose estimation
(1)
self-supervised learning
(1)
diffusion model
(1)
latent space
(1)
novel view synthesis
(1)
text-to-image diffusion
(1)
path planning
(1)
Papers
SV-GS: Sparse View 4D Reconstruction with Skeleton-Driven Gaussian Splatting
CVPR 2026
FineControlNet: Fine-Level Text Control for Image Generation with Spatially Aligned Text Control Injection
WACV 2025
PoseKernelLifter: Metric Lifting of 3D Human Pose Using Sound
CVPR 2022
Geodesic-HOF: 3D Reconstruction Without Cutting Corners
AAAI 2021
Continuous Object Representation Networks: Novel View Synthesis without Target View Supervision
NeurIPS 2020
Higher-Order Function Networks for Learning Composable 3D Object Representations
ICLR 2020
Jointly learning visual motion and confidence from local patches in event cameras
ECCV 2020
Energy-efficient Path Planning for Ground Robots by and Combining Air and Ground Measurements
CoRL 2019
View Selection with Geometric Uncertainty Modeling
RSS 2018
Roadmap Based Pursuit-Evasion and Collision Avoidance
RSS 2005