Suryansh Kumar
19 papers · 2017–2024 · 9 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (32) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Dynamic Duo
(13)
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Topic Evolution
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Conference Pioneer
π₯
Unstoppable Β· Bronze
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Keyword Collector
(90)
Top co-authors
Research topics
Keywords
3d reconstruction
(6)
photometric stereo
(5)
multi-view stereo
(4)
depth estimation
(4)
non-rigid structure from motion
(3)
surface normal
(3)
uncertainty quantification
(2)
manifold learning
(2)
uncertainty modeling
(2)
dense reconstruction
(2)
grassmann manifold
(2)
surface normal estimation
(2)
single image depth prediction
(2)
neural architecture search
(2)
image synthesis
(1)
structure from motion
(1)
subspace learning
(1)
autonomous driving
(1)
multivariate gaussian
(1)
supervised learning
(1)
Papers
Stereo Risk: A Continuous Modeling Approach to Stereo Matching
ICML 2024
Enhanced Stable View Synthesis
CVPR 2023
How To Not Train Your Dragon: Training-free Embodied Object Goal Navigation with Semantic Frontiers
RSS 2023
Multi-View Photometric Stereo Revisited
WACV 2023
Single Image Depth Prediction Made Better: A Multivariate Gaussian Take
CVPR 2023
VA-DepthNet: A Variational Approach to Single Image Depth Prediction
ICLR 2023
CC-3DT: Panoramic 3D Object Tracking via Cross-Camera Fusion
CoRL 2022
Generative Flows With Invertible Attentions
CVPR 2022
Learning Online Multi-sensor Depth Fusion
ECCV 2022
Neural Architecture Search for Efficient Uncalibrated Deep Photometric Stereo
WACV 2022
Neural Radiance Fields Approach to Deep Multi-View Photometric Stereo
WACV 2022
Organic Priors in Non-rigid Structure from Motion
ECCV 2022
Uncertainty-Aware Deep Multi-View Photometric Stereo
CVPR 2022
Neural Architecture Search of SPD Manifold Networks
IJCAI 2021
Uncalibrated Neural Inverse Rendering for Photometric Stereo of General Surfaces
CVPR 2021
Non-Rigid Structure from Motion: Prior-Free Factorization Method Revisited
WACV 2020
Jumping Manifolds: Geometry Aware Dense Non-Rigid Structure From Motion
CVPR 2019
Scalable Dense Non-Rigid Structure-From-Motion: A Grassmannian Perspective
CVPR 2018
Monocular Dense 3D Reconstruction of a Complex Dynamic Scene From Two Perspective Frames
ICCV 2017