Linjie Yang | DeepAI

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∙ 09/01/2022

Improved Sparse Vector Code Based on Optimized Spreading Matrix for Short-Packet URLLC in mMTC

Recently, the sparse vector code (SVC) is emerging as a promising soluti...

0 Linjie Yang, et al. ∙

∙ 07/26/2022

Data-aided Active User Detection with False Alarm Correction in Grant-Free Transmission

In most existing grant-free (GF) studies, the two key tasks, namely acti...

0 Linjie Yang, et al. ∙

∙ 07/12/2022

Dynamic Proposals for Efficient Object Detection

Object detection is a basic computer vision task to loccalize and catego...

0 Yiming Cui, et al. ∙

∙ 07/01/2022

Grant-Free Transmission by LDPC Matrix Mapping and Integrated Cover-MPA Detector

In this paper, a novel transceiver architecture is proposed to simultane...

0 Linjie Yang, et al. ∙

∙ 08/25/2021

Robust High-Resolution Video Matting with Temporal Guidance

We introduce a robust, real-time, high-resolution human video matting me...

8 Shanchuan Lin, et al. ∙

∙ 05/16/2021

Is In-Domain Data Really Needed? A Pilot Study on Cross-Domain Calibration for Network Quantization

Post-training quantization methods use a set of calibration data to comp...

0 Haichao Yu, et al. ∙

∙ 04/08/2021

Progressive Temporal Feature Alignment Network for Video Inpainting

Video inpainting aims to fill spatio-temporal "corrupted" regions with p...

1 Xueyan Zou, et al. ∙

∙ 03/22/2021

DeepViT: Towards Deeper Vision Transformer

Vision transformers (ViTs) have been successfully applied in image class...

0 Daquan Zhou, et al. ∙

∙ 03/22/2021

AutoSpace: Neural Architecture Search with Less Human Interference

Current neural architecture search (NAS) algorithms still require expert...

0 Daquan Zhou, et al. ∙

∙ 12/07/2020

CompFeat: Comprehensive Feature Aggregation for Video Instance Segmentation

Video instance segmentation is a complex task in which we need to detect...

8 Yang Fu, et al. ∙

∙ 07/04/2020

FracBits: Mixed Precision Quantization via Fractional Bit-Widths

Model quantization helps to reduce model size and latency of deep neural...

0 Linjie Yang, et al. ∙

∙ 04/04/2020

Neural Architecture Search for Lightweight Non-Local Networks

Non-Local (NL) blocks have been widely studied in various vision tasks. ...

5 Yingwei Li, et al. ∙

∙ 12/21/2019

Towards Efficient Training for Neural Network Quantization

Quantization reduces computation costs of neural networks but suffers fr...

0 Qing Jin, et al. ∙

∙ 12/20/2019

AdaBits: Neural Network Quantization with Adaptive Bit-Widths

Deep neural networks with adaptive configurations have gained increasing...

0 Qing Jin, et al. ∙

∙ 12/20/2019

AtomNAS: Fine-Grained End-to-End Neural Architecture Search

Designing of search space is a critical problem for neural architecture ...

16 Jieru Mei, et al. ∙

∙ 07/30/2019

Weakly Supervised Body Part Parsing with Pose based Part Priors

Human body part parsing refers to the task of predicting the semantic se...

1 Zhengyuan Yang, et al. ∙

∙ 05/12/2019

Video Instance Segmentation

In this paper we present a new computer vision task, named video instanc...

0 Linjie Yang, et al. ∙

∙ 04/19/2019

Context-Aware Zero-Shot Recognition

We present a novel problem setting in zero-shot learning, zero-shot obje...

0 Ruotian Luo, et al. ∙

∙ 04/08/2019

Streamlined Dense Video Captioning

Dense video captioning is an extremely challenging task since accurate a...

0 Jonghwan Mun, et al. ∙

∙ 12/21/2018

Slimmable Neural Networks

We present a simple and general method to train a single neural network ...

16 Jiahui Yu, et al. ∙

∙ 09/06/2018

YouTube-VOS: A Large-Scale Video Object Segmentation Benchmark

Learning long-term spatial-temporal features are critical for many video...

0 Ning Xu, et al. ∙

∙ 09/03/2018

YouTube-VOS: Sequence-to-Sequence Video Object Segmentation

Learning long-term spatial-temporal features are critical for many video...

0 Ning Xu, et al. ∙

∙ 02/04/2018

Efficient Video Object Segmentation via Network Modulation

Video object segmentation targets at segmenting a specific object throug...

1 Linjie Yang, et al. ∙

∙ 11/21/2016

Dense Captioning with Joint Inference and Visual Context

Dense captioning is a newly emerging computer vision topic for understan...

0 Linjie Yang, et al. ∙

∙ 06/30/2015

A Large-Scale Car Dataset for Fine-Grained Categorization and Verification

Updated on 24/09/2015: This update provides preliminary experiment resul...

0 Linjie Yang, et al. ∙

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