Vincent Casser
10 papers · 2019–2026 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (22)
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Century Club Β· Bronze
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Conference Pioneer
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Keyword Collector
(58)
Top co-authors
Research topics
Computer Vision
(8)
Analysis
(6)
Deep Learning
(5)
Machine Learning
(4)
Models
(4)
Domain-Specific
(3)
Generation
(3)
Artificial Intelligence
(2)
Architectures
(2)
Core Methods
(2)
Learning Types Β· Deep Learning
(2)
Learning Types Β· Machine Learning
(2)
Healthcare & Medicine
(1)
Robotics
(1)
Application Areas
(1)
Keywords
depth estimation
(4)
semantic segmentation
(2)
autonomous driving
(2)
robot navigation
(1)
image editing
(1)
domain adaptation
(1)
image generation
(1)
self-supervised learning
(1)
dynamic scene
(1)
point cloud
(1)
synthetic data generation
(1)
scene understanding
(1)
gaussian splatting
(1)
scene representation
(1)
multi-task learning
(1)
temporal alignment
(1)
electron microscopy
(1)
3d object detection
(1)
3d reconstruction
(1)
unsupervised learning
(1)
Papers
Sensor2Sensor: Cross-Embodiment Sensor Conversion for Autonomous Driving
CVPR 2026
Orchid: Image Latent Diffusion for Joint Appearance and Geometry Generation
ICCV 2025
SceneCrafter: Controllable Multi-View Driving Scene Editing
CVPR 2025
Block-NeRF: Scalable Large Scene Neural View Synthesis
CVPR 2022
4D-Net for Learned Multi-Modal Alignment
ICCV 2021
Taskology: Utilizing Task Relations at Scale
CVPR 2021
Fast Mitochondria Detection for Connectomics
MIDL 2020
Multimodal Memorability: Modeling Effects of Semantics and Decay on Video Memorability
ECCV 2020
Unsupervised Monocular Depth Learning in Dynamic Scenes
CoRL 2020
Depth Prediction without the Sensors: Leveraging Structure for Unsupervised Learning from Monocular Videos
AAAI 2019