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06/17/2023
Breaking On-device Training Memory Wall: A Systematic Survey
On-device training has become an increasingly popular approach to machin...
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05/02/2023
Self-similarity-based super-resolution of photoacoustic angiography from hand-drawn doodles
Deep-learning-based super-resolution photoacoustic angiography (PAA) is ...
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03/20/2023
MXM-CLR: A Unified Framework for Contrastive Learning of Multifold Cross-Modal Representations
Multifold observations are common for different data modalities, e.g., a...
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03/10/2023
A lower order element for the linear elasticity problem in 3D
This paper constructs a lower order mixed finite element for the linear ...
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01/02/2023
P3DC-Shot: Prior-Driven Discrete Data Calibration for Nearest-Neighbor Few-Shot Classification
Nearest-Neighbor (NN) classification has been proven as a simple and eff...
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12/28/2022
Shape-Aware Fine-Grained Classification of Erythroid Cells
Fine-grained classification and counting of bone marrow erythroid cells ...
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12/10/2022
Realization Scheme for Visual Cryptography with Computer-generated Holograms
We propose to realize visual cryptography in an indirect way with the he...
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09/15/2022
Forgetting to Remember: A Scalable Incremental Learning Framework for Cross-Task Blind Image Quality Assessment
Recent years have witnessed the great success of blind image quality ass...
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08/29/2022
CAEN: A Hierarchically Attentive Evolution Network for Item-Attribute-Change-Aware Recommendation in the Growing E-commerce Environment
Traditional recommendation systems mainly focus on modeling user interes...
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06/17/2022
FD-CAM: Improving Faithfulness and Discriminability of Visual Explanation for CNNs
Class activation map (CAM) has been widely studied for visual explanatio...
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04/27/2022
Domain Knowledge-Infused Deep Learning for Automated Analog/Radio-Frequency Circuit Parameter Optimization
The design automation of analog circuits is a longstanding challenge. Th...
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04/22/2022
FPGA-based AI Smart NICs for Scalable Distributed AI Training Systems
Rapid advances in artificial intelligence (AI) technology have led to si...
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04/17/2022
New conforming finite element divdiv complexes in three dimensions
In this paper, the first family of conforming finite element divdiv comp...
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03/30/2022
Practical Learned Lossless JPEG Recompression with Multi-Level Cross-Channel Entropy Model in the DCT Domain
JPEG is a popular image compression method widely used by individuals, d...
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03/21/2022
ELIC: Efficient Learned Image Compression with Unevenly Grouped Space-Channel Contextual Adaptive Coding
Recently, learned image compression techniques have achieved remarkable ...
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02/26/2022
Domain Knowledge-Based Automated Analog Circuit Design with Deep Reinforcement Learning
The design automation of analog circuits is a longstanding challenge in ...
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01/22/2022
Phase-SLAM: Phase Based Simultaneous Localization and Mapping for Mobile Structured Light Illumination Systems
Structured Light Illumination (SLI) systems have been used for reliable ...
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11/18/2021
A Modular 1D-CNN Architecture for Real-time Digital Pre-distortion
This study reports a novel hardware-friendly modular architecture for im...
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11/05/2021
Spatial-Temporal Residual Aggregation for High Resolution Video Inpainting
Recent learning-based inpainting algorithms have achieved compelling res...
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10/20/2021
Closed-loop Feedback Registration for Consecutive Images of Moving Flexible Targets
Advancement of imaging techniques enables consecutive image sequences to...
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10/20/2021
Toward Real-world Image Super-resolution via Hardware-based Adaptive Degradation Models
Most single image super-resolution (SR) methods are developed on synthet...
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07/28/2021
Fast Wireless Sensor Anomaly Detection based on Data Stream in Edge Computing Enabled Smart Greenhouse
Edge computing enabled smart greenhouse is a representative application ...
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02/26/2021
Conforming finite element DIVDIV complexes and the application for the linearized Einstein-Bianchi system
This paper presents the first family of conforming finite element divdiv...
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10/06/2020
A family of mixed finite elements for the biharmonic equations on triangular and tetrahedral grids
This paper introduces a new family of mixed finite elements for solving ...
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04/27/2020
Energy Efficient Software Matching in Distributed Vehicular Fog Based Architecture with Cloud and Fixed Fog Nodes
The rapid development of vehicles on-board units and the proliferation o...
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03/18/2020
An adaptive finite element scheme for the Hellinger–Reissner elasticity mixed eigenvalue problem
In this paper we study the approximation of eigenvalues arising from the...
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11/22/2019
Identify the cells' nuclei based on the deep learning neural network
Identify the cells' nuclei is the important point for most medical analy...
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04/04/2019
Energy Efficient Software Matching in Vehicular Fog
Along with the development of Internet of Things (IoT) and the rise of f...
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01/08/2019
Construction and Analysis of Posterior Matching in Arbitrary Dimensions via Optimal Transport
The posterior matching scheme, for feedback encoding of a message point ...
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06/29/2017
Analysis and Modeling of 3D Indoor Scenes
We live in a 3D world, performing activities and interacting with object...
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05/08/2017
Optimized Data Representation for Interactive Multiview Navigation
In contrary to traditional media streaming services where a unique media...
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09/29/2015