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Apr 09, 2018
From CVPR
Artificial Intelligence
Computer Vision
Machine Learning

AMNet: Memorability Estimation with Attention

In this paper we present the design and evaluation of an end-to-end trainable, deep neural network with a visual attention mechanism for memorabili...
Apr 09, 2018
From CVPR
Computer Vision

Attribute-Centered Loss for Soft-Biometrics Guided Face Sketch-Phot...

Face sketches are able to capture the spatial topology of a face while lacking some facial attributes such as race, skin, or hair color. Existing s...
Apr 09, 2018
From CVPR
Computer Vision

Binge Watching: Scaling Affordance Learning from Sitcoms

In recent years, there has been a renewed interest in jointly modeling perception and action. At the core of this investigation is the idea of mode...
Apr 09, 2018
From ECCV
Computer Vision
Fluid Dynamics

3D Fluid Flow Estimation with Integrated Particle Reconstruction

The standard approach to densely reconstruct the motion in a volume of fluid is to inject high-contrast tracer particles and record their motion wi...
Apr 09, 2018
From CVPR
Computer Vision

$\mathbf{ \textit{Viewpoint} }$-aware Video Summarization

This paper introduces a novel variant of video summarization, namely building a summary that depends on the particular aspect of a video the viewer...
Apr 09, 2018
From CVPR
Computer Vision

Photometric Stereo in Participating Media Considering Shape-Depende...

Images captured in participating media such as murky water, fog, or smoke are degraded by scattered light. Thus, the use of traditional three-dimen...
Apr 09, 2018
From CVPR
Computer Vision

Recovering Realistic Texture in Image Super-resolution by Deep Spat...

Despite that convolutional neural networks (CNN) have recently demonstrated high-quality reconstruction for single-image super-resolution (SR), rec...
Apr 06, 2018
From CVPR
Computer Vision

EPINET: A Fully-Convolutional Neural Network Using Epipolar Geometr...

Light field cameras capture both the spatial and the angular properties of light rays in space. Due to its property, one can compute the depth from...
Apr 06, 2018
By mp2893
From ICLR
Artificial Intelligence
Computation and Language
Machine Learning
Neural and Evolutionary Computation

Compositional Obverter Communication Learning From Raw Visual Input

One of the distinguishing aspects of human language is its compositionality, which allows us to describe complex environments with limited vocabula...
Apr 06, 2018
By wang
From CVPR
Computer Vision
Machine Learning

Mix and match networks: encoder-decoder alignment for zero-pair ima...

We address the problem of image translation between domains or modalities for which no direct paired data is available (i.e. zero-pair translation)...
Apr 06, 2018
From IROS
Robotics
Computer Vision

Monocular Semantic Occupancy Grid Mapping with Convolutional Variat...

In this work, we research and evaluate the usage of convolutional variational auto-encoders for end-to-end learning of semantic-metric occupancy gr...
Apr 06, 2018
From IROS
Robotics
Computation and Language
Human-Computer Interaction
Sound
Audio and Speech Processing

On the Robustness of Speech Emotion Recognition for Human-Robot I...

Speech emotion recognition (SER) is an important aspect of effective human-robot collaboration and received a lot of attention from the research co...
Apr 06, 2018
From IROS
Robotics

Assisted Control for Semi-Autonomous Power Infrastructure Inspectio...

This paper presents the design and implementation of an assisted control technology for a small multirotor platform for aerial inspection of fixed ...
Apr 06, 2018
From ECCV
Computer Vision

Adaptive Quantile Sparse Image (AQuaSI) Prior for Inverse Imaging ...

Inverse problems play a central role for many classical computer vision and image processing tasks. A key challenge in solving an inverse problem i...
Apr 06, 2018
By elexuxu
From CVPR
Computer Vision

Motion Segmentation by Exploiting Complementary Geometric Models

Many real-world sequences cannot be conveniently categorized as general or degenerate; in such cases, imposing a false dichotomy in using the funda...
Apr 05, 2018
From CVPR
Computer Vision

Regularizing Deep Networks by Modeling and Predicting Label Structure

We construct custom regularization functions for use in supervised training of deep neural networks. Our technique is applicable when the ground-tr...
Apr 05, 2018
By kbatsos
From CVPR
Computer Vision

CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estim...

Recently, there has been a paradigm shift in stereo matching with learning-based methods achieving the best results on all popular benchmarks. The ...
Apr 05, 2018
From IROS
Robotics

Data-driven Policy Transfer with Imprecise Perception Simulation

The paper presents a complete pipeline for learning continuous motion control policies for a mobile robot when only a non-differentiable physics si...
Apr 05, 2018
From CVPR
Computer Vision
Data Structures and Algorithms

Missing Slice Recovery for Tensors Using a Low-rank Model in Embedd...

Let us consider a case where all of the elements in some continuous slices are missing in tensor data. In this case, the nuclear-norm and total v...
Apr 05, 2018
By R
From CVPR
Computer Vision
Machine Learning

Image Generation from Scene Graphs

To truly understand the visual world our models should be able not only to recognize images but also generate them. To this end, there has been exc...
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