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09/11/2023
Towards Content-based Pixel Retrieval in Revisited Oxford and Paris
This paper introduces the first two pixel retrieval benchmarks. Pixel re...
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08/07/2023
Regulation-incorporated Gene Expression Network-based Heterogeneity Analysis
Gene expression-based heterogeneity analysis has been extensively conduc...
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12/05/2022
WAIR-D: Wireless AI Research Dataset
It is a common sense that datasets with high-quality data samples play a...
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10/04/2022
COARSE3D: Class-Prototypes for Contrastive Learning in Weakly-Supervised 3D Point Cloud Segmentation
Annotation of large-scale 3D data is notoriously cumbersome and costly. ...
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09/26/2022
Myopia prediction for adolescents via time-aware deep learning
Background: Quantitative prediction of the adolescents' spherical equiva...
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05/22/2022
System-Level Evaluation of Beam Hopping in NR-Based LEO Satellite Communication System
Satellite communication by leveraging the use of low earth orbit (LEO) s...
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07/31/2021
Distributed Learning for Time-varying Networks: A Scalable Design
The wireless network is undergoing a trend from "onnection of things" to...
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07/19/2021
A unified polar decoder platform for low-power and low-cost devices
In this paper, we design a polar decoding platform for diverse applicati...
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07/19/2021
Fast polar codes for terabits-per-second throughput communications
Targeting high-throughput and low-power communications, we implement two...
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04/03/2021
Improving the Gilbert-Varshamov Bound by Graph Spectral Method
We improve Gilbert-Varshamov bound by graph spectral method. Gilbert gra...
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03/31/2021
Cooperative Beam Hopping for Accurate Positioning in Ultra-Dense LEO Satellite Networks
In ultra-dense LEO satellite networks, conventional communication-orient...
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03/22/2021
Smart Scheduling based on Deep Reinforcement Learning for Cellular Networks
To improve the system performance towards the Shannon limit, advanced ra...
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04/21/2020
Toward Terabits-per-second Communications: Low-Complexity Parallel Decoding of G_N-Coset Codes
Recently, a parallel decoding framework of G_N-coset codes was proposed....
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04/21/2020
Toward Terabits-per-second Communications: A High-Throughput Hardware Implementation of G_N-Coset Codes
Recently, a parallel decoding algorithm of G_N-coset codes was proposed....
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03/19/2020
A Soft Cancellation Decoder for Parity-Check Polar Codes
Polar codes has been selected as the channel coding scheme for 5G new ra...
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11/13/2019
Buffer-aware Wireless Scheduling based on Deep Reinforcement Learning
In this paper, the downlink packet scheduling problem for cellular netwo...
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07/22/2019
Realistic Channel Models Pre-training
In this paper, we propose a neural-network-based realistic channel model...
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05/15/2019
Deep Reinforcement Learning for Scheduling in Cellular Networks
Integrating artificial intelligence (AI) into wireless networks has draw...
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04/30/2019
On the Construction of G_N-coset Codes for Parallel Decoding
In this paper, we propose a type of G_N-coset codes for a highly paralle...
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04/16/2019
Reinforcement Learning for Nested Polar Code Construction
In this paper, we model nested polar code construction as a Markov decis...
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02/22/2019
Learning to Flip Successive Cancellation Decoding of Polar Codes with LSTM Networks
The key to successive cancellation (SC) flip decoding of polar codes is ...
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01/17/2019
AI Coding: Learning to Construct Error Correction Codes
In this paper, we investigate an artificial-intelligence (AI) driven app...
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01/14/2019
Predicting the Mumble of Wireless Channel with Sequence-to-Sequence Models
Accurate prediction of fading channel in future is essential to realize ...
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08/06/2018
A Flip-Syndrome-List Polar Decoder Architecture for Ultra-Low-Latency Communications
We consider practical hardware implementation of Polar decoders. To redu...
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05/08/2018
Polarization Weight Family Methods for Polar Code Construction
Polar codes are the first proven capacity-achieving codes. Recently, the...
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01/16/2018
Reed-Muller Sequences for 5G Grant-free Massive Access
We propose to use second order Reed-Muller (RM) sequence for user identi...
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01/11/2018