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08/09/2023
Long-Distance Gesture Recognition using Dynamic Neural Networks
Gestures form an important medium of communication between humans and ma...
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10/29/2022
Learning Audio-Visual Dynamics Using Scene Graphs for Audio Source Separation
There exists an unequivocal distinction between the sound produced by a ...
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11/22/2021
Tracking Grow-Finish Pigs Across Large Pens Using Multiple Cameras
Increasing demand for meat products combined with farm labor shortages h...
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10/06/2021
A Hierarchical Variational Neural Uncertainty Model for Stochastic Video Prediction
Predicting the future frames of a video is a challenging task, in part d...
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09/24/2021
Visual Scene Graphs for Audio Source Separation
State-of-the-art approaches for visually-guided audio source separation ...
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09/19/2021
Unsupervised 3D Pose Estimation for Hierarchical Dance Video Recognition
Dance experts often view dance as a hierarchy of information, spanning l...
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07/23/2020
Sound2Sight: Generating Visual Dynamics from Sound and Context
Learning associations across modalities is critical for robust multimoda...
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07/25/2018
Coreset-Based Neural Network Compression
We propose a novel Convolutional Neural Network (CNN) compression algori...
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04/02/2018
DeepMVS: Learning Multi-view Stereopsis
We present DeepMVS, a deep convolutional neural network (ConvNet) for mu...
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10/11/2017
Joint Image Filtering with Deep Convolutional Networks
Joint image filters leverage the guidance image as a prior and transfer ...
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10/05/2017
Tracking Persons-of-Interest via Unsupervised Representation Adaptation
Multi-face tracking in unconstrained videos is a challenging problem as ...
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10/04/2017
Fast and Accurate Image Super-Resolution with Deep Laplacian Pyramid Networks
Convolutional neural networks have recently demonstrated high-quality re...
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05/20/2016
Superpixel Hierarchy
Superpixel segmentation is becoming ubiquitous in computer vision. In pr...
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09/12/2011
A Probabilistic Framework for Discriminative Dictionary Learning
In this paper, we address the problem of discriminative dictionary learn...
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09/12/2011
MIS-Boost: Multiple Instance Selection Boosting
In this paper, we present a new multiple instance learning (MIL) method,...
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02/07/2011