Francis Williams
14 papers · 2019–2024 · 5 conferences · across top CS/AI conferences
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π Interdisciplinary Bridge π Conference Polyglot (5) π Academic Marathon (5) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (22)
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Conference Polyglot
(5)
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Academic Marathon
(5)
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Renaissance Researcher
(5)
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Deep Specialist
(10)
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Century Club
(14)
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Prolific Year
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Keyword Collector
(58)
Conferences
CVPR (7)
NIPS (3)
ICLR (2)
ECCV (1)
ICCV (1)
Top co-authors
Keywords
surface reconstruction
(4)
3d reconstruction
(4)
point cloud
(3)
shape reconstruction
(2)
spline interpolation
(2)
3d vision
(2)
3d generation
(2)
neural kernel field
(2)
kernel ridge regression
(1)
adaptive learning
(1)
sparse representation
(1)
geometric prior
(1)
implicit representation
(1)
random feature
(1)
geometric deep learning
(1)
gradient flow
(1)
variational autoencoder
(1)
scene reconstruction
(1)
latent representation
(1)
diffusion model
(1)
Papers
XCube: Large-Scale 3D Generative Modeling using Sparse Voxel Hierarchies
CVPR 2024
Approximately Piecewise E(3) Equivariant Point Networks
ICLR 2024
SCube: Instant Large-Scale Scene Reconstruction using VoxSplats
NIPS 2024
Learning to Jointly Understand Visual and Tactile Signals
ICLR 2024
NeRF-XL: NeRF at Any Scale with Multi-GPU
ECCV 2024
Outdoor Scene Extrapolation with Hierarchical Generative Cellular Automata
CVPR 2024
Neural Kernel Surface Reconstruction
CVPR 2023
Neural LiDAR Fields for Novel View Synthesis
ICCV 2023
Neural Fields As Learnable Kernels for 3D Reconstruction
CVPR 2022
LION: Latent Point Diffusion Models for 3D Shape Generation
NIPS 2022
Neural Splines: Fitting 3D Surfaces With Infinitely-Wide Neural Networks
CVPR 2021
Deep Geometric Prior for Surface Reconstruction
CVPR 2019
ABC: A Big CAD Model Dataset for Geometric Deep Learning
CVPR 2019
Gradient Dynamics of Shallow Univariate ReLU Networks
NIPS 2019