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05/22/2023
'Tax-free' 3DMM Conditional Face Generation
3DMM conditioned face generation has gained traction due to its well-def...
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03/02/2023
Semantic Attention Flow Fields for Dynamic Scene Decomposition
We present SAFF: a dynamic neural volume reconstruction of a casual mono...
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10/06/2022
FloatingFusion: Depth from ToF and Image-stabilized Stereo Cameras
High-accuracy per-pixel depth is vital for computational photography, so...
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11/22/2021
Neural Fields in Visual Computing and Beyond
Recent advances in machine learning have created increasing interest in ...
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11/04/2021
Testing using Privileged Information by Adapting Features with Statistical Dependence
Given an imperfect predictor, we exploit additional features at test tim...
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09/30/2021
TöRF: Time-of-Flight Radiance Fields for Dynamic Scene View Synthesis
Neural networks can represent and accurately reconstruct radiance fields...
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09/02/2021
Dynamic Scene Novel View Synthesis via Deferred Spatio-temporal Consistency
Structure from motion (SfM) enables us to reconstruct a scene via casual...
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07/07/2021
Edge-aware Bidirectional Diffusion for Dense Depth Estimation from Light Fields
We present an algorithm to estimate fast and accurate depth maps from li...
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06/24/2021
GaussiGAN: Controllable Image Synthesis with 3D Gaussians from Unposed Silhouettes
We present an algorithm that learns a coarse 3D representation of object...
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06/16/2021
Differentiable Diffusion for Dense Depth Estimation from Multi-view Images
We present a method to estimate dense depth by optimizing a sparse set o...
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12/06/2020
Shape From Tracing: Towards Reconstructing 3D Object Geometry and SVBRDF Material from Images via Differentiable Path Tracing
Reconstructing object geometry and material from multiple views typicall...
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12/02/2020
Learning Vector Quantized Shape Code for Amodal Blastomere Instance Segmentation
Blastomere instance segmentation is important for analyzing embryos' abn...
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09/09/2020
View-consistent 4D Light Field Depth Estimation
We propose a method to compute depth maps for every sub-aperture image i...
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08/26/2020
Generating Handwriting via Decouple Style Descriptors
Representing a space of handwriting stroke styles includes the challenge...
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08/14/2020
MatryODShka: Real-time 6DoF Video View Synthesis using Multi-Sphere Images
We introduce a method to convert stereo 360 (omnidirectional stereo) ima...
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01/01/2020
Generating Object Stamps
We present an algorithm to generate diverse foreground objects and compo...
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08/13/2018
Improving Shape Deformation in Unsupervised Image-to-Image Translation
Unsupervised image-to-image translation techniques are able to map local...
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06/06/2018
Unsupervised Attention-guided Image to Image Translation
Current unsupervised image-to-image translation techniques struggle to f...
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08/11/2017
Communicating Robot Arm Motion Intent Through Mixed Reality Head-mounted Displays
Efficient motion intent communication is necessary for safe and collabor...
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06/12/2017
Criteria Sliders: Learning Continuous Database Criteria via Interactive Ranking
Large databases are often organized by hand-labeled metadata, or criteri...
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04/04/2017
Guided Proofreading of Automatic Segmentations for Connectomics
Automatic cell image segmentation methods in connectomics produce merge ...
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02/20/2016
Context-guided diffusion for label propagation on graphs
Existing approaches for diffusion on graphs, e.g., for label propagation...
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02/11/2016
Semi-supervised Learning with Explicit Relationship Regularization
In many learning tasks, the structure of the target space of a function ...
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02/11/2016
