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07/13/2023
Full-resolution Lung Nodule Segmentation from Chest X-ray Images using Residual Encoder-Decoder Networks
Lung cancer is the leading cause of cancer death and early diagnosis is ...
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06/01/2023
SpotTarget: Rethinking the Effect of Target Edges for Link Prediction in Graph Neural Networks
Graph Neural Networks (GNNs) have demonstrated promising outcomes across...
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11/22/2022
Touch and Go: Learning from Human-Collected Vision and Touch
The ability to associate touch with sight is essential for tasks that re...
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08/23/2022
CAPER: Coarsen, Align, Project, Refine - A General Multilevel Framework for Network Alignment
Network alignment, or the task of finding corresponding nodes in differe...
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08/08/2022
Optimal Dynamic Orchestration in NDN-based Computing Networks
Named Data Networking (NDN) offers promising advantages in deploying nex...
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01/24/2022
Debiasing pipeline improves deep learning model generalization for X-ray based lung nodule detection
Lung cancer is the leading cause of cancer death worldwide and a good pr...
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08/07/2021
ContinuityLearner: Geometric Continuity Feature Learning for Lane Segmentation
Lane segmentation is a challenging issue in autonomous driving system de...
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02/26/2021
Node Proximity Is All You Need: Unified Structural and Positional Node and Graph Embedding
While most network embedding techniques model the relative positions of ...
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06/27/2020
Modeling Long-Term and Short-Term Interests with Parallel Attentions for Session-based Recommendation
The aim of session-based recommendation is to predict the users' next cl...
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02/20/2020
MODMA dataset: a Multi-modal Open Dataset for Mental-disorder Analysis
According to the World Health Organization, the number of mental disorde...
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02/20/2020
MODMA dataset: a Multi-model Open Dataset for Mental-disorder Analysis
According to the World Health Organization, the number of mental disorde...
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11/04/2019
Aerial Access and Backhaul in mmWave B5G Systems: Performance Dynamics and Optimization
The use of unmanned aerial vehicle (UAV)-based communication in millimet...
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09/28/2019
Self-Supervised Learning of Depth and Ego-motion with Differentiable Bundle Adjustment
Learning to predict scene depth and camera motion from RGB inputs only i...
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09/10/2019
Structure-Attentioned Memory Network for Monocular Depth Estimation
Monocular depth estimation is a challenging task that aims to predict a ...
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09/09/2019
Learning Object-specific Distance from a Monocular Image
Environment perception, including object detection and distance estimati...
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06/15/2018
Will TCP work in mmWave 5G Cellular Networks?
The vast available spectrum in the millimeter wave (mmWave) bands offers...
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12/07/2017