Ming Zhao | DeepAI

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Hao Wang
366 publications
William Yang Wang
166 publications
Kai Zhang
131 publications
Ying Zhang
107 publications
Yi Ren
101 publications
Lei Yu
100 publications
Xin Yao
88 publications
Yongpeng Wu
76 publications
Fei Sha
72 publications
Chengjie Wang
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Howie Choset
61 publications

∙ 09/18/2023

Bias of AI-Generated Content: An Examination of News Produced by Large Language Models

Large language models (LLMs) have the potential to transform our lives a...

0 Xiao Fang, et al. ∙

∙ 06/29/2023

When Edge Meets FaaS: Opportunities and Challenges

The proliferation of edge devices and the rapid growth of IoT data have ...

0 Runyu Jin, et al. ∙

∙ 06/29/2023

AdaCache: A Disaggregated Cache System with Adaptive Block Size for Cloud Block Storage

NVMe SSD caching has demonstrated impressive capabilities in solving clo...

0 Qirui Yang, et al. ∙

∙ 06/05/2023

Confidence-based federated distillation for vision-based lane-centering

A fundamental challenge of autonomous driving is maintaining the vehicle...

0 Yitao Chen, et al. ∙

∙ 03/14/2023

Automatic Attention Pruning: Improving and Automating Model Pruning using Attentions

Pruning is a promising approach to compress deep learning models in orde...

0 Kaiqi Zhao, et al. ∙

∙ 03/14/2023

A Contrastive Knowledge Transfer Framework for Model Compression and Transfer Learning

Knowledge Transfer (KT) achieves competitive performance and is widely u...

0 Kaiqi Zhao, et al. ∙

∙ 03/09/2023

GPU-enabled Function-as-a-Service for Machine Learning Inference

Function-as-a-Service (FaaS) is emerging as an important cloud computing...

0 Ming Zhao, et al. ∙

∙ 12/05/2022

FeSAC: Federated Learning-Based Soft Actor-Critic Traffic Offloading in Space-Air-Ground Integrated Network

With the increase of intelligent devices leading to increasing demand fo...

0 Fengxiao Tang, et al. ∙

∙ 09/08/2022

RGB-X Classification for Electronics Sorting

Effectively disassembling and recovering materials from waste electrical...

3 FNU Abhimanyu, et al. ∙

∙ 05/27/2022

OpenCalib: A Multi-sensor Calibration Toolbox for Autonomous Driving

Accurate sensor calibration is a prerequisite for multi-sensor perceptio...

14 Guohang Yan, et al. ∙

∙ 04/02/2022

RFVTM: A Recovery and Filtering Vertex Trichotomy Matching for Remote Sensing Image Registration

Reliable feature point matching is a vital yet challenging process in fe...

0 Ming Zhao, et al. ∙

∙ 03/25/2022

EmoCaps: Emotion Capsule based Model for Conversational Emotion Recognition

Emotion recognition in conversation (ERC) aims to analyze the speaker's ...

0 Zaijing Li, et al. ∙

∙ 03/03/2022

LGT-Net: Indoor Panoramic Room Layout Estimation with Geometry-Aware Transformer Network

3D room layout estimation by a single panorama using deep neural network...

12 Zhigang Jiang, et al. ∙

∙ 01/25/2022

Serving Deep Learning Models with Deduplication from Relational Databases

There are significant benefits to serve deep learning models from relati...

0 Lixi Zhou, et al. ∙

∙ 01/22/2022

Iterative Activation-based Structured Pruning

Deploying complex deep learning models on edge devices is challenging be...

0 Kaiqi Zhao, et al. ∙

∙ 01/22/2022

Enabling Deep Learning on Edge Devices through Filter Pruning and Knowledge Transfer

Deep learning models have introduced various intelligent applications to...

0 Kaiqi Zhao, et al. ∙

∙ 01/21/2022

Adaptive Activation-based Structured Pruning

Pruning is a promising approach to compress complex deep learning models...

0 Kaiqi Zhao, et al. ∙

∙ 10/22/2021

MIC: Model-agnostic Integrated Cross-channel Recommenders

Semantically connecting users and items is a fundamental problem for the...

0 Yujie Lu, et al. ∙

∙ 07/08/2021

First-Generation Inference Accelerator Deployment at Facebook

In this paper, we provide a deep dive into the deployment of inference a...

0 Michael Anderson, et al. ∙

∙ 06/16/2021

SEOVER: Sentence-level Emotion Orientation Vector based Conversation Emotion Recognition Model

For the task of conversation emotion recognition, recent works focus on ...

0 Zaijing Li, et al. ∙

∙ 01/26/2021

On the Evaluation of Vision-and-Language Navigation Instructions

Vision-and-Language Navigation wayfinding agents can be enhanced by expl...

5 Ming Zhao, et al. ∙

∙ 11/18/2020

A Hierarchical Multi-Modal Encoder for Moment Localization in Video Corpus

Identifying a short segment in a long video that semantically matches a ...

0 Bowen Zhang, et al. ∙

∙ 10/27/2020

EdgeBench: A Workflow-based Benchmark for Edge Computing

Edge computing has been developed to utilize multiple tiers of resources...

0 Qirui Yang, et al. ∙

∙ 03/28/2020

Semi-Federated Learning

Federated learning (FL) enables massive distributed Information and Comm...

0 Zhikun Chen, et al. ∙

∙ 02/13/2020

A comprehensive review on convolutional neural network in machine fault diagnosis

With the rapid development of manufacturing industry, machine fault diag...

27 Jinyang Jiao, et al. ∙

∙ 08/10/2018

A simplified convolutional sparse filter for impulsive signature enhancement and its application to the prognostic of rotating machinery

Impulsive signature enhancement (ISE) is an important topic in the monit...

0 Xiaodong Jia, et al. ∙

∙ 04/17/2018

Are FPGAs Suitable for Edge Computing?

The rapid growth of Internet-of-things (IoT) and artificial intelligence...

0 Saman Biookaghazadeh, et al. ∙

∙ 12/09/2017

ESD CYCLOPS: A new robotic surgical system for GI surgery

Gastrointestinal (GI) cancers account for 1.5 million deaths worldwide. ...

0 Timo J. C. Oude Vrielink, et al. ∙

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