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October 6
Multi-view and Differentiable Rendering
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RawNeRF
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MonoDepthv2
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Decomposing NeRF for Editing via Feature Field Distillation
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BARF: Bundle-Adjusting Neural Radiance Fields
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Input-Level Inductive Biases for 3D Reconstruction
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Multiview Neural Surface Reconstruction
by Disentangling Geometry and Appearance
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UNISURF
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Neural Geometric Level of Detail: Real-time Rendering with Implicit 3D Surfaces
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October 13
Prior-based Inference Topics
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Seeing 3D Objects in a Single Image via Self-Supervised Static-Dynamic Disentanglement
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Scene Representation Transformer
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Scene Representation Networks
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PixelNeRF
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CoCoNets
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October 20
Unconditional Generative Models
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Unconstrained Scene Generation with Locally Conditioned Radiance Fields
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VoxGRAF: Fast 3D-Aware Image Synthesis with Sparse Voxel Grids
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EG3D: Efficient Geometry-aware 3D GANs
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November 10
Geometric Deep Learning
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Vector Neurons
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DEVIANT: Depth EquiVarIAnt NeTwork for Monocular 3D Object Detection
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SE (3)-Equivariant Attention Networks for Shape Reconstruction in Function Space
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Rotationally Equivariant 3D Object Detection
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November 17
Dynamic Scene Representations
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NeRFies
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Video Extrapolation in Space and Time
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Seeing 3D Objects in a Single Image via Self-Supervised Static-Dynamic Disentanglement
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November 29
Applications in Robotics
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Neural Descriptor Fields: SE(3)-Equivariant Object Representations for Manipulation
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3D Neural Scene Representations for Visuomotor Control
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Deep Visual Constraints: Neural Implicit Models for Manipulation Planning from Visual Input
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