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04/05/2023
MMVC: Learned Multi-Mode Video Compression with Block-based Prediction Mode Selection and Density-Adaptive Entropy Coding
Learning-based video compression has been extensively studied over the p...
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03/16/2023
Efficient Computation Sharing for Multi-Task Visual Scene Understanding
Solving multiple visual tasks using individual models can be resource-in...
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02/17/2023
Deep Joint Source-Channel Coding with Iterative Source Error Correction
In this paper, we propose an iterative source error correction (ISEC) de...
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11/21/2022
Autocorrelation and Spectrum Analysis for Variable Symbol Length Communications with Feedback
Variable-length feedback codes can provide advantages over fixed-length ...
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06/30/2022
Learning-Based Near-Orthogonal Superposition Code for MIMO Short Message Transmission
Massive machine type communication (mMTC) has attracted new coding schem...
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05/12/2022
Efficient Deep Visual and Inertial Odometry with Adaptive Visual Modality Selection
In recent years, deep learning-based approaches for visual-inertial odom...
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04/24/2022
Hardware Acceleration for Third-Generation FHE and PSI Based on It
With the expansion of cloud services, serious concerns about the privacy...
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11/05/2021
Deep Learning Based Near-Orthogonal Superposition Code for Short Message Transmission
Massive machine type communication (mMTC) has attracted new coding schem...
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10/09/2021
Deep Joint Source-Channel Coding for Wireless Image Transmission with Adaptive Rate Control
We present a novel adaptive deep joint source-channel coding (JSCC) sche...
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08/01/2021
Versa: A Dataflow-Centric Multiprocessor with 36 Systolic ARM Cortex-M4F Cores and a Reconfigurable Crossbar-Memory Hierarchy in 28nm
We present Versa, an energy-efficient processor with 36 systolic ARM Cor...
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01/05/2021
Deep Joint Source Channel Coding for WirelessImage Transmission with OFDM
We present a deep learning based joint source channel coding (JSCC) sche...
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12/14/2019
Migrating Monarch Butterfly Localization Using Multi-Sensor Fusion Neural Networks
Details of Monarch butterfly migration from the U.S. to Mexico remain a ...
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10/29/2019