
ChildBot: MultiRobot Perception and Interaction with Children
In this paper we present an integrated robotic system capable of partici...
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WSRNet: Joint Spotting and Recognition of Handwritten Words
In this work, we present a unified model that can handle both Keyword Sp...
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Orientation Attentive Robot Grasp Synthesis
Physical neighborhoods of grasping points in common objects may offer a ...
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Weight Pruning via Adaptive Sparsity Loss
Pruning neural networks has regained interest in recent years as a means...
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How to track your dragon: A MultiAttentional Framework for realtime RGBD 6DOF Object Pose Tracking
We present a novel multiattentional convolutional architecture to tackl...
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STAViS: SpatioTemporal AudioVisual Saliency Network
We introduce STAViS, a spatiotemporal audiovisual saliency network that...
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Tropical Geometry and PiecewiseLinear Approximation of Curves and Surfaces on Weighted Lattices
Tropical Geometry and Mathematical Morphology share the same maxplus an...
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Tropical Polynomial Division and Neural Networks
In this work, we examine the process of Tropical Polynomial Division, a ...
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Augmentation Methods on Monophonic Audio for Instrument Classification in Polyphonic Music
Instrument classification is one of the fields in Music Information Retr...
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A linear method for camera pair selfcalibration and multiview reconstruction with geometrically verified correspondences
We examine 3D reconstruction of architectural scenes in unordered sets o...
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RecNets: Channelwise Recurrent Convolutional Neural Networks
In this paper, we introduce Channelwise recurrent convolutional neural ...
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Deeply Supervised Multimodal Attentional Translation Embeddings for Visual Relationship Detection
Detecting visual relationships, i.e. <Subject, Predicate, Object> triple...
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Fusing Body Posture with Facial Expressions for Joint Recognition of Affect in ChildRobot Interaction
In this paper we address the problem of multicue affect recognition in ...
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Detecting Adversarial Examples in Convolutional Neural Networks
The great success of convolutional neural networks has caused a massive ...
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SUSiNet: See, Understand and Summarize it
In this work we propose a multitask spatiotemporal network, called SUS...
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A Deep Learning Approach for MultiView Engagement Estimation of Children in a ChildRobot Joint Attention task
In this work we tackle the problem of child engagement estimation while ...
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Online Human Gait Stability Prediction using LSTMs for the fusion of Deepbased Pose Estimation and LRFbased Augmented Gait State Estimation in an Intelligent Robotic Rollato
In this work we present a novel Long Short Term Memory (LSTM) based onl...
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Improved Frequency Modulation Features for Multichannel Distant Speech Recognition
Frequency modulation features capture the fine structure of speech forma...
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An Adaptive Pruning Algorithm for Spoofing Localisation Based on Tropical Geometry
The problem of spoofing attacks is increasingly relevant as digital syst...
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Tropical Modeling of Weighted Transducer Algorithms on Graphs
Weighted Finite State Transducers (WFSTs) are versatile data structures ...
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A Tropical Approach to Neural Networks with Piecewise Linear Activations
We present a new, unifying approach following some recent developments o...
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Multimodal Visual Concept Learning with Weakly Supervised Techniques
Despite the availability of a huge amount of video data accompanied by d...
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A Finite Element Computational Framework for Active Contours on Graphs
In this paper we present a new framework for the solution of active cont...
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Theoretical Analysis of Active Contours on Graphs
Active contour models based on partial differential equations have prove...
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Petros Maragos
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