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07/21/2022
AdaNeRF: Adaptive Sampling for Real-time Rendering of Neural Radiance Fields
Novel view synthesis has recently been revolutionized by learning neural...
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07/11/2021
LiveView: Dynamic Target-Centered MPI for View Synthesis
Existing Multi-Plane Image (MPI) based view-synthesis methods generate a...
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03/03/2021
Neural 3D Video Synthesis
We propose a novel approach for 3D video synthesis that is able to repre...
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12/22/2020
STaR: Self-supervised Tracking and Reconstruction of Rigid Objects in Motion with Neural Rendering
We present STaR, a novel method that performs Self-supervised Tracking a...
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10/27/2019
SENSE: a Shared Encoder Network for Scene-flow Estimation
We introduce a compact network for holistic scene flow estimation, calle...
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09/03/2019
miniSAM: A Flexible Factor Graph Non-linear Least Squares Optimization Framework
Many problems in computer vision and robotics can be phrased as non-line...
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01/02/2019
Multi-class Classification without Multi-class Labels
This work presents a new strategy for multi-class classification that re...
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12/17/2018
Taking a Deeper Look at the Inverse Compositional Algorithm
In this paper, we provide a modern synthesis of the classic inverse comp...
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06/28/2018
A probabilistic constrained clustering for transfer learning and image category discovery
Neural network-based clustering has recently gained popularity, and in p...
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04/12/2018
Learning Rigidity in Dynamic Scenes with a Moving Camera for 3D Motion Field Estimation
Estimation of 3D motion in a dynamic scene from a temporal pair of image...
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11/28/2017
Learning to cluster in order to Transfer across domains and tasks
This paper introduces a novel method to perform transfer learning across...
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12/05/2016
Deep Image Category Discovery using a Transferred Similarity Function
Automatically discovering image categories in unlabeled natural images i...
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07/27/2016