b'Rui Ma'

research

∙ 06/17/2023

Breaking On-device Training Memory Wall: A Systematic Survey

On-device training has become an increasingly popular approach to machin...

0 Shitian Li, et al. ∙

research

∙ 05/02/2023

Self-similarity-based super-resolution of photoacoustic angiography from hand-drawn doodles

Deep-learning-based super-resolution photoacoustic angiography (PAA) is ...

0 Yuanzheng Ma, et al. ∙

research

∙ 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...

0 Ye Wang, et al. ∙

research

∙ 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 ...

0 Jun Hu, et al. ∙

research

∙ 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...

0 Shuangmei Wang, et al. ∙

research

∙ 12/28/2022

Shape-Aware Fine-Grained Classification of Erythroid Cells

Fine-grained classification and counting of bone marrow erythroid cells ...

0 Ye Wang, et al. ∙

research

∙ 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...

0 Tao Yu, et al. ∙

research

∙ 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...

0 Rui Ma, et al. ∙

research

∙ 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...

0 Rui Ma, et al. ∙

research

∙ 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...

4 Hui Li, et al. ∙

research

∙ 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...

0 Weidong Cao, et al. ∙

research

∙ 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...

0 Rui Ma, et al. ∙

research

∙ 04/17/2022

New conforming finite element divdiv complexes in three dimensions

In this paper, the first family of conforming finite element divdiv comp...

0 Jun Hu, et al. ∙

research

∙ 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...

0 Lina Guo, et al. ∙

research

∙ 03/21/2022

ELIC: Efficient Learned Image Compression with Unevenly Grouped Space-Channel Contextual Adaptive Coding

Recently, learned image compression techniques have achieved remarkable ...

0 Dailan He, et al. ∙

research

∙ 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 ...

0 Weidong Cao, et al. ∙

research

∙ 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 ...

5 Xi Zheng, et al. ∙

research

∙ 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...

0 Udara De Silva, et al. ∙

research

∙ 11/05/2021

Spatial-Temporal Residual Aggregation for High Resolution Video Inpainting

Recent learning-based inpainting algorithms have achieved compelling res...

7 Vishnu Sanjay Ramiya Srinivasan, et al. ∙

research

∙ 10/20/2021

Closed-loop Feedback Registration for Consecutive Images of Moving Flexible Targets

Advancement of imaging techniques enables consecutive image sequences to...

0 Rui Ma, et al. ∙

research

∙ 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...

0 Rui Ma, et al. ∙

research

∙ 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 ...

0 Yihong Yang, et al. ∙

research

∙ 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...

0 Jun Hu, et al. ∙

research

∙ 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 ...

0 Jun Hu, et al. ∙

research

∙ 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...

0 Rui Ma, et al. ∙

research

∙ 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...

0 Fleurianne Bertrand, et al. ∙

research

∙ 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...

0 Tianyang Zhang, et al. ∙

research

∙ 04/04/2019

Energy Efficient Software Matching in Vehicular Fog

Along with the development of Internet of Things (IoT) and the rise of f...

0 Rui Ma, et al. ∙

research

∙ 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 ...

0 Diego A. Mesa, et al. ∙

research

∙ 06/29/2017

Analysis and Modeling of 3D Indoor Scenes

We live in a 3D world, performing activities and interacting with object...

0 Rui Ma, et al. ∙

research

∙ 05/08/2017

Optimized Data Representation for Interactive Multiview Navigation

In contrary to traditional media streaming services where a unique media...

0 Rui Ma, et al. ∙

research

∙ 09/29/2015

Tractable Fully Bayesian Inference via Convex Optimization and Optimal Transport Theory

We consider the problem of transforming samples from one continuous sour...

0 Sanggyun Kim, et al. ∙

Rui Ma

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