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06/27/2023
DeepStream: Bandwidth Efficient Multi-Camera Video Streaming for Deep Learning Analytics
Deep learning video analytic systems process live video feeds from multi...
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06/13/2023
Noisy Positive-Unlabeled Learning with Self-Training for Speculative Knowledge Graph Reasoning
This paper studies speculative reasoning task on real-world knowledge gr...
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10/16/2022
Learning to Sample and Aggregate: Few-shot Reasoning over Temporal Knowledge Graphs
In this paper, we investigate a realistic but underexplored problem, cal...
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11/18/2021
LiDAR Cluster First and Camera Inference Later: A New Perspective Towards Autonomous Driving
Object detection in state-of-the-art Autonomous Vehicles (AV) framework ...
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11/02/2020
Scheduling Real-time Deep Learning Services as Imprecise Computations
The paper presents an efficient real-time scheduling algorithm for intel...
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10/31/2020
ControlVAE: Tuning, Analytical Properties, and Performance Analysis
This paper reviews the novel concept of controllable variational autoenc...
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04/13/2020
paper2repo: GitHub Repository Recommendation for Academic Papers
GitHub has become a popular social application platform, where a large n...
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04/13/2020
Controllable Variational Autoencoder
Variational Autoencoders (VAE) and their variants have been widely used ...
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03/30/2020
Revisiting "Over-smoothing" in Deep GCNs
Oversmoothing has been assumed to be the major cause of performance drop...
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02/13/2020
Disentangling Overlapping Beliefs by Structured Matrix Factorization
Much work on social media opinion polarization focuses on identifying se...
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02/21/2019
STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks
Recent advances in deep learning motivate the use of deep neural network...
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09/19/2018
