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12/28/2022
Large-scale single-photon imaging
Benefiting from its single-photon sensitivity, single-photon avalanche d...
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12/04/2022
RLogist: Fast Observation Strategy on Whole-slide Images with Deep Reinforcement Learning
Whole-slide images (WSI) in computational pathology have high resolution...
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12/03/2022
iEnhancer-ELM: Improve Enhancer Identification by Extracting Multi-scale Contextual Information based on Enhancer Language Models
Motivation: Enhancers are important cis-regulatory elements that regulat...
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11/29/2022
An Adaptive and Robust Deep Learning Framework for THz Ultra-Massive MIMO Channel Estimation
Terahertz ultra-massive MIMO (THz UM-MIMO) is envisioned as one of the k...
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11/28/2022
SuperFusion: Multilevel LiDAR-Camera Fusion for Long-Range HD Map Generation and Prediction
High-definition (HD) semantic map generation of the environment is an es...
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11/28/2022
Lightweight and Adaptive FDD Massive MIMO CSI Feedback with Deep Equilibrium Learning
In frequency-division duplexing (FDD) massive multiple-input multiple-ou...
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11/27/2022
A Self-adaptive Neuroevolution Approach to Constructing Deep Neural Network Architectures Across Different Types
Neuroevolution has greatly promoted Deep Neural Network (DNN) architectu...
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11/25/2022
Task-Oriented Communication for Edge Video Analytics
With the development of artificial intelligence (AI) techniques and the ...
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11/17/2022
Token-level Speaker Change Detection Using Speaker Difference and Speech Content via Continuous Integrate-and-fire
In multi-talker scenarios such as meetings and conversations, speech pro...
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11/17/2022
FedFA: Federated Learning with Feature Anchors to Align Feature and Classifier for Heterogeneous Data
Federated learning allows multiple clients to collaboratively train a mo...
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11/15/2022
Blind Performance Prediction for Deep Learning Based Ultra-Massive MIMO Channel Estimation
Reliability is of paramount importance for the physical layer of wireles...
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11/11/2022
On twisted generalized Reed-Solomon codes with l twists
In this paper, we study a class of twisted generalized Reed-Solomon (TGR...
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11/08/2022
Stochastic Coded Federated Learning: Theoretical Analysis and Incentive Mechanism Design
Federated learning (FL) has achieved great success as a privacy-preservi...
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10/27/2022
Deep Latent Mixture Model for Recommendation
Recent advances in neural networks have been successfully applied to man...
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10/14/2022
CAB: Comprehensive Attention Benchmarking on Long Sequence Modeling
Transformer has achieved remarkable success in language, image, and spee...
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10/06/2022
DReS-FL: Dropout-Resilient Secure Federated Learning for Non-IID Clients via Secret Data Sharing
Federated learning (FL) strives to enable collaborative training of mach...
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09/23/2022
Overtwisting and Coiling Highly Enhances Strain Generation of Twisted String Actuators
Twisted string actuators (TSAs) have exhibited great promise in robotic ...
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09/03/2022
Augmented Deep Unfolding for Downlink Beamforming in Multi-cell Massive MIMO With Limited Feedback
In limited feedback multi-user multiple-input multiple-output (MU-MIMO) ...
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08/20/2022
Few-Shot Learning of Accurate Folding Landscape for Protein Structure Prediction
Data-driven predictive methods which can efficiently and accurately tran...
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07/26/2022
On Deep Holes of Elliptic Curve Codes
We give a method to construct deep holes for elliptic curve codes. For l...
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07/10/2022
Hiding Your Signals: A Security Analysis of PPG-based Biometric Authentication
Recently, physiological signal-based biometric systems have received wid...
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07/07/2022
Anthropomorphic Twisted String-Actuated Soft Robotic Gripper with Tendon-Based Stiffening
Realizing high-performance soft robotic grippers is challenging because ...
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06/29/2022
When Optimal Transport Meets Information Geometry
Information geometry and optimal transport are two distinct geometric fr...
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06/24/2022
PSP: Million-level Protein Sequence Dataset for Protein Structure Prediction
Proteins are essential component of human life and their structures are ...
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06/23/2022
A Manifold-based Airfoil Geometric-feature Extraction and Discrepant Data Fusion Learning Method
Geometrical shape of airfoils, together with the corresponding flight co...
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06/15/2022
Resource-Constrained Edge AI with Early Exit Prediction
By leveraging the data sample diversity, the early-exit network recently...
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06/11/2022
Federated Learning with GAN-based Data Synthesis for Non-IID Clients
Federated learning (FL) has recently emerged as a popular privacy-preser...
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05/27/2022
Evolution as a Service: A Privacy-Preserving Genetic Algorithm for Combinatorial Optimization
Evolutionary algorithms (EAs), such as the genetic algorithm (GA), offer...
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05/21/2022
Graph Neural Network Enhanced Approximate Message Passing for MIMO Detection
Efficient multiple-input multiple-output (MIMO) detection algorithms wit...
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05/11/2022
Error Rate Analysis for Grant-free Massive Random Access with Short-Packet Transmission
Grant-free massive random access (RA) is a promising protocol to support...
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05/10/2022
Hybrid Far- and Near-Field Channel Estimation for THz Ultra-Massive MIMO via Fixed Point Networks
Terahertz ultra-massive multiple-input multiple-output (THz UM-MIMO) is ...
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04/29/2022
PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model Pretraining
Large-scale vision-language pre-training has achieved promising results ...
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04/05/2022
Attention Distraction: Watermark Removal Through Continual Learning with Selective Forgetting
Fine-tuning attacks are effective in removing the embedded watermarks in...
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03/29/2022
Self-Supervised Light Field Depth Estimation Using Epipolar Plane Images
Exploiting light field data makes it possible to obtain dense and accura...
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03/28/2022
Who is next: rising star prediction via diffusion of user interest in social networks
Finding items with potential to increase sales is of great importance in...
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03/22/2022
Making DeepFakes more spurious: evading deep face forgery detection via trace removal attack
DeepFakes are raising significant social concerns. Although various Deep...
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03/21/2022
Graph Neural Networks for Wireless Communications: From Theory to Practice
Deep learning-based approaches have been developed to solve challenging ...
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03/14/2022
Communication-Efficient Federated Distillation with Active Data Sampling
Federated learning (FL) is a promising paradigm to enable privacy-preser...
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03/07/2022
OverlapTransformer: An Efficient and Rotation-Invariant Transformer Network for LiDAR-Based Place Recognition
Place recognition is an important capability for autonomously navigating...
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03/02/2022
Video is All You Need: Attacking PPG-based Biometric Authentication
Unobservable physiological signals enhance biometric authentication syst...
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02/18/2022
A class of twisted generalized Reed-Solomon codes
Let 𝔽_q be a finite field of size q and 𝔽_q^* the set of non-zero elemen...
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02/17/2022
The Gene of Scientific Success
This paper elaborates how to identify and evaluate causal factors to imp...
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02/11/2022
FAAG: Fast Adversarial Audio Generation through Interactive Attack Optimisation
Automatic Speech Recognition services (ASRs) inherit deep neural network...
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02/09/2022
The Volcspeech system for the ICASSP 2022 multi-channel multi-party meeting transcription challenge
This paper describes our submission to ICASSP 2022 Multi-channel Multi-p...
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01/27/2022
SoK: An Overview of PPG's Application in Authentication
Biometric authentication prospered during the 2010s. Vulnerability to sp...
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01/25/2022
Stochastic Coded Federated Learning with Convergence and Privacy Guarantees
Federated learning (FL) has attracted much attention as a privacy-preser...
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01/18/2022
Data-Driven Deep Learning Based Hybrid Beamforming for Aerial Massive MIMO-OFDM Systems with Implicit CSI
In an aerial hybrid massive multiple-input multiple-output (MIMO) and or...
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01/15/2022
A Critical Analysis of Image-based Camera Pose Estimation Techniques
Camera, and associated with its objects within the field of view, locali...
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01/08/2022
Weighted Encoding Optimization for Dynamic Single-pixel Imaging and Sensing
Using single-pixel detection, the end-to-end neural network that jointly...
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12/28/2021
