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12/29/2022
AttEntropy: Segmenting Unknown Objects in Complex Scenes using the Spatial Attention Entropy of Semantic Segmentation Transformers
Vision transformers have emerged as powerful tools for many computer vis...
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10/27/2022
State of the Art in Dense Monocular Non-Rigid 3D Reconstruction
3D reconstruction of deformable (or non-rigid) scenes from a set of mono...
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03/29/2022
On Triangulation as a Form of Self-Supervision for 3D Human Pose Estimation
Supervised approaches to 3D pose estimation from single images are remar...
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09/28/2021
DEBOSH: Deep Bayesian Shape Optimization
Shape optimization is at the heart of many industrial applications, such...
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06/20/2021
DeepMesh: Differentiable Iso-Surface Extraction
Geometric Deep Learning has recently made striking progress with the adv...
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04/08/2021
Robust Differentiable SVD
Eigendecomposition of symmetric matrices is at the heart of many compute...
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04/01/2021
Sketch2Mesh: Reconstructing and Editing 3D Shapes from Sketches
Reconstructing 3D shape from 2D sketches has long been an open problem b...
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12/25/2020
Detecting Road Obstacles by Erasing Them
Vehicles can encounter a myriad of obstacles on the road, and it is not ...
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12/09/2020
Self-supervised Human Detection and Segmentation via Multi-view Consensus
Self-supervised detection and segmentation of foreground objects in comp...
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12/08/2020
Long Term Motion Prediction Using Keyposes
Long term human motion prediction is an essential component in safety-cr...
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11/11/2020
Self-supervised Segmentation via Background Inpainting
While supervised object detection and segmentation methods achieve impre...
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07/20/2020
GarNet++: Improving Fast and Accurate Static3D Cloth Draping by Curvature Loss
In this paper, we tackle the problem of static 3D cloth draping on virtu...
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06/24/2020
DISK: Learning local features with policy gradient
Local feature frameworks are difficult to learn in an end-to-end fashion...
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03/31/2020
Real-Time Camera Pose Estimation for Sports Fields
Given an image sequence featuring a portion of a sports field filmed by ...
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11/27/2018
GarNet: A Two-stream Network for Fast and Accurate 3D Cloth Draping
While Physics-Based Simulation (PBS) can highly accurately drape a 3D ga...
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05/25/2018
What Face and Body Shapes Can Tell About Height
Recovering a person's height from a single image is important for virtua...
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04/13/2018
FishEyeRecNet: A Multi-Context Collaborative Deep Network for Fisheye Image Rectification
Images captured by fisheye lenses violate the pinhole camera assumption ...
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11/24/2017
Real-Time Seamless Single Shot 6D Object Pose Prediction
We propose a single-shot approach for simultaneously detecting an object...
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12/23/2016
