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10/09/2018
SPIGAN: Privileged Adversarial Learning from Simulation
Deep Learning for Computer Vision depends mainly on the source of superv...
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08/22/2018
Joint Coarse-And-Fine Reasoning for Deep Optical Flow
We propose a novel representation for dense pixel-wise estimation tasks ...
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06/11/2018
Physical Representation-based Predicate Optimization for a Visual Analytics Database
Querying the content of images, video, and other non-textual data source...
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02/25/2018
A Dataset To Evaluate The Representations Learned By Video Prediction Models
We present a parameterized synthetic dataset called Moving Symbols to su...
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11/10/2017
CARLA: An Open Urban Driving Simulator
We introduce CARLA, an open-source simulator for autonomous driving rese...
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12/29/2016
From Virtual to Real World Visual Perception using Domain Adaptation -- The DPM as Example
Supervised learning tends to produce more accurate classifiers than unsu...
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04/06/2016
Training Constrained Deconvolutional Networks for Road Scene Semantic Segmentation
In this work we investigate the problem of road scene semantic segmentat...
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03/10/2015
Fast and Robust Fixed-Rank Matrix Recovery
We address the problem of efficient sparse fixed-rank (S-FR) matrix deco...
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10/22/2014