David Novotny
34 papers · 2015–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (6) π Academic Marathon (10) π§ Keyword Pioneer π Conference Polyglot (6) π Renaissance Researcher (5)
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Renaissance Researcher
(5)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(46)
π€
Dynamic Duo
(25)
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Deep Specialist
(22)
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Conference Pioneer
π
Century Club
(34)
ποΈ
Keyword Collector
(139)
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Trend Setter
π₯
Unstoppable
(9)
β‘
Prolific Year
(5)
Conferences
CVPR (15)
ICCV (8)
NIPS (6)
ECCV (3)
RSS (1)
WACV (1)
Top co-authors
Keywords
3d reconstruction
(18)
depth estimation
(4)
view synthesis
(4)
neural network
(4)
3d vision
(4)
diffusion model
(4)
deformable object
(3)
representation learning
(3)
point cloud
(3)
camera pose estimation
(3)
unsupervised learning
(3)
self-supervised learning
(3)
dense correspondence
(3)
neural radiance field
(2)
3d generation
(2)
shape correspondence
(2)
camera pose
(2)
video understanding
(2)
semantic matching
(2)
pose estimation
(2)
Papers
Twinner: Shining Light on Digital Twins in a Few Snaps
CVPR 2025
UnCommon Objects in 3D
CVPR 2025
VGGT: Visual Geometry Grounded Transformer
CVPR 2025
PartGen: Part-level 3D Generation and Reconstruction with Multi-view Diffusion Models
CVPR 2025
LIM: Large Interpolator Model for Dynamic Reconstruction
CVPR 2025
VGGSfM: Visual Geometry Grounded Deep Structure From Motion
CVPR 2024
GOEmbed: Gradient Origin Embeddings for Representation Agnostic 3D Feature Learning
ECCV 2024
Animal Avatars: Reconstructing Animatable 3D Animals from Casual Videos
ECCV 2024
Meta 3D AssetGen: Text-to-Mesh Generation with High-Quality Geometry, Texture, and PBR Materials
NIPS 2024
ViewDiff: 3D-Consistent Image Generation with Text-to-Image Models
CVPR 2024
Self-Supervised Correspondence Estimation via Multiview Registration
WACV 2023
HOLODIFFUSION: Training a 3D Diffusion Model Using 2D Images
CVPR 2023
Common Pets in 3D: Dynamic New-View Synthesis of Real-Life Deformable Categories
CVPR 2023
Replay: Multi-modal Multi-view Acted Videos for Casual Holography
ICCV 2023
PoseDiffusion: Solving Pose Estimation via Diffusion-aided Bundle Adjustment
ICCV 2023
HoloFusion: Towards Photo-realistic 3D Generative Modeling
ICCV 2023
KeyTr: Keypoint Transporter for 3D Reconstruction of Deformable Objects in Videos
CVPR 2022
iSDF: Real-Time Neural Signed Distance Fields for Robot Perception
RSS 2022
Unsupervised Learning of 3D Object Categories From Videos in the Wild
CVPR 2021
DensePose 3D: Lifting Canonical Surface Maps of Articulated Objects to the Third Dimension
ICCV 2021
Common Objects in 3D: Large-Scale Learning and Evaluation of Real-Life 3D Category Reconstruction
ICCV 2021
Discovering Relationships Between Object Categories via Universal Canonical Maps
CVPR 2021
NeuroMorph: Unsupervised Shape Interpolation and Correspondence in One Go
CVPR 2021
Continuous Surface Embeddings
NIPS 2020
3D Multi-bodies: Fitting Sets of Plausible 3D Human Models to Ambiguous Image Data
NIPS 2020
Canonical 3D Deformer Maps: Unifying parametric and non-parametric methods for dense weakly-supervised category reconstruction
NIPS 2020
PerspectiveNet: A Scene-consistent Image Generator for New View Synthesis in Real Indoor Environments
NIPS 2019
C3DPO: Canonical 3D Pose Networks for Non-Rigid Structure From Motion
ICCV 2019
Correlated Uncertainty for Learning Dense Correspondences from Noisy Labels
NIPS 2019
Self-Supervised Learning of Geometrically Stable Features Through Probabilistic Introspection
CVPR 2018
Semi-convolutional Operators for Instance Segmentation
ECCV 2018
AnchorNet: A Weakly Supervised Network to Learn Geometry-Sensitive Features for Semantic Matching
CVPR 2017
Learning 3D Object Categories by Looking Around Them
ICCV 2017
Cascaded Sparse Spatial Bins for Efficient and Effective Generic Object Detection
ICCV 2015