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08/08/2023
PUG: Photorealistic and Semantically Controllable Synthetic Data for Representation Learning
Synthetic image datasets offer unmatched advantages for designing and ev...
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07/03/2023
Multi-Task Learning Improves Performance In Deep Argument Mining Models
The successful analysis of argumentative techniques from user-generated ...
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04/25/2023
Objectives Matter: Understanding the Impact of Self-Supervised Objectives on Vision Transformer Representations
Joint-embedding based learning (e.g., SimCLR, MoCo, DINO) and reconstruc...
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04/24/2023
A Cookbook of Self-Supervised Learning
Self-supervised learning, dubbed the dark matter of intelligence, is a p...
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12/09/2022
UNet Based Pipeline for Lung Segmentation from Chest X-Ray Images
Biomedical image segmentation is one of the fastest growing fields which...
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11/07/2022
Instantaneous Channel Oblivious Phase Shift Design for an IRS-Assisted SIMO System with Quantized Phase Shift
We design the phase shifts of an intelligent reflecting surface (IRS)-as...
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10/17/2022
Robust Planning for Human-Robot Joint Tasks with Explicit Reasoning on Human Mental State
We consider the human-aware task planning problem where a human-robot te...
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08/07/2022
SINR Analysis of an IRS Assisted MU-MISO System
In this work, we characterize the outage probability (OP) of an intellig...
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07/14/2022
Software-defined Dynamic 5G Network Slice Management for Industrial Internet of Things
This paper addresses the challenges of delivering fine-grained Quality o...
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06/29/2022
Beyond neural scaling laws: beating power law scaling via data pruning
Widely observed neural scaling laws, in which error falls off as a power...
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03/29/2022
A New Expression for the Product of Two κ-μ Shadowed Random Variables and its Application to Wireless Communication
In this work, the product of two independent and non-identically distrib...
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01/19/2022
An Ensemble Model for Face Liveness Detection
In this paper, we present a passive method to detect face presentation a...
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01/17/2022
A Comparative study of Hyper-Parameter Optimization Tools
Most of the machine learning models have associated hyper-parameters alo...
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12/16/2021
Joint Power-control and Antenna Selection in User-Centric Cell-Free Systems with Mixed Resolution ADC
In this paper, we propose a scheme for the joint optimization of the use...
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12/13/2021
Peer-to-Peer Communication Trade-Offs for Smart Grid Applications
Peer-to-peer energy management systems for smart grids require developer...
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03/24/2021
Outage Probability Expressions for an IRS-Assisted System with and without Source-Destination Link for the Case of Quantized Phase Shifts
In this work, we study the outage probability (OP) at the destination of...
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01/19/2021
Outage Probability of Uplink Cell-Free Massive MIMO Network with Imperfect CSI Using Dimension-Reduction Method
In this paper, approximate outage probability (OP) expressions are deriv...
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04/13/2020
Deep-Edge: An Efficient Framework for Deep Learning Model Update on Heterogeneous Edge
Deep Learning (DL) model-based AI services are increasingly offered in a...
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04/11/2019
FECBench: A Holistic Interference-aware Approach for Application Performance Modeling
Services hosted in multi-tenant cloud platforms often encounter performa...
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11/12/2018
Road Damage Detection And Classification In Smartphone Captured Images Using Mask R-CNN
This paper summarizes the design, experiments and results of our solutio...
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01/27/2016