Yu Liu

On the Exploration of Incremental Learning for Fine-grained Image Retrieval

In this paper, we consider the problem of fine-grained image retrieval i...
10/15/2020 ∙ by Wei Chen, et al. ∙ 0 ∙ share

read it
Multi-teacher Knowledge Distillation for Knowledge Graph Completion

Link prediction based on knowledge graph embedding (KGE) aims to predict...
10/14/2020 ∙ by Kai Wang, et al. ∙ 10 ∙ share

read it
Characterizing and Comparing COVID-19 Misinformation Across Languages, Countries and Platforms

Misinformation/disinformation about COVID-19 has been rampant on social ...
10/13/2020 ∙ by Golshan Madraki, et al. ∙ 0 ∙ share

read it
Commands 4 Autonomous Vehicles (C4AV) Workshop Summary

The task of visual grounding requires locating the most relevant region ...
09/18/2020 ∙ by Thierry Deruyttere, et al. ∙ 10 ∙ share

read it
Image Retrieval for Structure-from-Motion via Graph Convolutional Network

Conventional image retrieval techniques for Structure-from-Motion (SfM) ...
09/17/2020 ∙ by Shen Yan, et al. ∙ 0 ∙ share

read it
Discriminability Distillation in Group Representation Learning

Learning group representation is a commonly concerned issue in tasks whe...
08/25/2020 ∙ by Manyuan Zhang, et al. ∙ 0 ∙ share

read it
Dual Gaussian-based Variational Subspace Disentanglement for Visible-Infrared Person Re-Identification

Visible-infrared person re-identification (VI-ReID) is a challenging and...
08/06/2020 ∙ by Nan Pu, et al. ∙ 11 ∙ share

read it
Complementary Boundary Generator with Scale-Invariant Relation Modeling for Temporal Action Localization: Submission to ActivityNet Challenge 2020

This technical report presents an overview of our solution used in the s...
07/20/2020 ∙ by Haisheng Su, et al. ∙ 2 ∙ share

read it
Generalizing Tensor Decomposition for N-ary Relational Knowledge Bases

With the rapid development of knowledge bases (KBs), link prediction tas...
07/08/2020 ∙ by Yu Liu, et al. ∙ 0 ∙ share

read it
1st place solution for AVA-Kinetics Crossover in AcitivityNet Challenge 2020

This technical report introduces our winning solution to the spatio-temp...
06/16/2020 ∙ by Siyu Chen, et al. ∙ 0 ∙ share

read it
A novel multimodal approach for hybrid brain-computer interface

Brain-computer interface (BCI) technologies have been widely used in man...
04/25/2020 ∙ by Zhe Sun, et al. ∙ 0 ∙ share

read it
Change Detection in Heterogeneous Optical and SAR Remote Sensing Images via Deep Homogeneous Feature Fusion

Change detection in heterogeneous remote sensing images is crucial for d...
04/08/2020 ∙ by Xiao Jiang, et al. ∙ 4 ∙ share

read it
Anisotropic Convolutional Networks for 3D Semantic Scene Completion

As a voxel-wise labeling task, semantic scene completion (SSC) tries to ...
04/05/2020 ∙ by Jie Li, et al. ∙ 2 ∙ share

read it
DPGN: Distribution Propagation Graph Network for Few-shot Learning

We extend this idea further to explicitly model the distribution-level r...
03/31/2020 ∙ by Ling Yang, et al. ∙ 0 ∙ share

read it
1st Place Solutions for OpenImage2019 – Object Detection and Instance Segmentation

This article introduces the solutions of the two champion teams, `MMfrui...
03/17/2020 ∙ by Yu Liu, et al. ∙ 7 ∙ share

read it
KPNet: Towards Minimal Face Detector

The small receptive field and capacity of minimal neural networks limit ...
03/17/2020 ∙ by Guanglu Song, et al. ∙ 7 ∙ share

read it
Revisiting the Sibling Head in Object Detector

The “shared head for classification and localization” (sibling head), fi...
03/17/2020 ∙ by Guanglu Song, et al. ∙ 0 ∙ share

read it
Top-1 Solution of Multi-Moments in Time Challenge 2019

In this technical report, we briefly introduce the solutions of our team...
03/12/2020 ∙ by Manyuan Zhang, et al. ∙ 7 ∙ share

read it
3D Gated Recurrent Fusion for Semantic Scene Completion

This paper tackles the problem of data fusion in the semantic scene comp...
02/17/2020 ∙ by Yu Liu, et al. ∙ 0 ∙ share

read it
Hyperspectral Classification Based on 3D Asymmetric Inception Network with Data Fusion Transfer Learning

Hyperspectral image(HSI) classification has been improved with convoluti...
02/11/2020 ∙ by Haokui Zhang, et al. ∙ 0 ∙ share

read it
Long-Range Gesture Recognition Using Millimeter Wave Radar

Millimeter wave (mmWave) based gesture recognition technology provides a...
02/07/2020 ∙ by Yu Liu, et al. ∙ 0 ∙ share

read it
Depth Based Semantic Scene Completion with Position Importance Aware Loss

Semantic Scene Completion (SSC) refers to the task of inferring the 3D s...
01/29/2020 ∙ by Yu Liu, et al. ∙ 14 ∙ share

read it
Temporal Interlacing Network

For a long time, the vision community tries to learn the spatio-temporal...
01/17/2020 ∙ by Hao Shao, et al. ∙ 17 ∙ share

read it
Search to Distill: Pearls are Everywhere but not the Eyes

Standard Knowledge Distillation (KD) approaches distill the knowledge of...
11/20/2019 ∙ by Yu Liu, et al. ∙ 0 ∙ share

read it
A game method for improving the interpretability of convolution neural network

Real artificial intelligence always has been focused on by many machine ...
10/21/2019 ∙ by Jinwei Zhao, et al. ∙ 0 ∙ share

read it
A Coding-free Software Framework of Developing Web Data Management Systems

More and more enterprises recently intend to deploy data management syst...
10/13/2019 ∙ by Can Yang, et al. ∙ 0 ∙ share

read it
Gradient Information Guided Deraining with A Novel Network and Adversarial Training

In recent years, deep learning based methods have made significant progr...
10/09/2019 ∙ by Yinglong Wang, et al. ∙ 7 ∙ share

read it
Meta Learning with Differentiable Closed-form Solver for Fast Video Object Segmentation

This paper tackles the problem of video object segmentation. We are spec...
09/28/2019 ∙ by Yu Liu, et al. ∙ 29 ∙ share

read it
Blind Channel Estimation and Data Detection with Unknown Modulation and Coding Scheme

This paper investigates a complete blind receiver approach in an unknown...
09/25/2019 ∙ by Yu Liu, et al. ∙ 0 ∙ share

read it
A First Look at Commercial 5G Performance on Smartphones

We conduct to our knowledge a first measurement study of commercial 5G p...
09/17/2019 ∙ by Arvind Narayanan, et al. ∙ 0 ∙ share

read it
A First Measurement Study of Commercial mmWave 5G Performance on Smartphones

We conduct to our knowledge a first measurement study of commercial mmWa...
09/17/2019 ∙ by Arvind Narayanan, et al. ∙ 0 ∙ share

read it
Boosting Throughput and Efficiency of Hardware Spiking Neural Accelerators using Time Compression Supporting Multiple Spike Codes

Spiking neural networks (SNNs) are the third generation of neural networ...
09/10/2019 ∙ by Changqing Xu, et al. ∙ 0 ∙ share

read it
Towards Flops-constrained Face Recognition

Large scale face recognition is challenging especially when the computat...
09/02/2019 ∙ by Yu Liu, et al. ∙ 1 ∙ share

read it
In defense of OSVOS

As a milestone for video object segmentation, one-shot video object segm...
08/19/2019 ∙ by Yu Liu, et al. ∙ 7 ∙ share

read it
Exploiting temporal consistency for real-time video depth estimation

Accuracy of depth estimation from static images has been significantly i...
08/10/2019 ∙ by Haokui Zhang, et al. ∙ 12 ∙ share

read it
Modeling Event Propagation via Graph Biased Temporal Point Process

Temporal point process is widely used for sequential data modeling. In t...
08/05/2019 ∙ by Weichang Wu, et al. ∙ 0 ∙ share

read it
Scalable Place Recognition Under Appearance Change for Autonomous Driving

A major challenge in place recognition for autonomous driving is to be r...
08/01/2019 ∙ by Anh-Dzung Doan, et al. ∙ 0 ∙ share

read it
Use of OWL and Semantic Web Technologies at Pinterest

Pinterest is a popular Web application that has over 250 million active ...
07/03/2019 ∙ by Rafael S. Gonçalves, et al. ∙ 0 ∙ share

read it
Fast Accurate Beam and Channel Tracking for Two-dimensional Phased Antenna Arrays

The sparsity and the severe attenuation of millimeter-wave (mmWave) chan...
06/29/2019 ∙ by Yu Liu, et al. ∙ 0 ∙ share

read it
Fast Accurate Beam and Channel Tracking for Two-dimensional Phased Antenna Array

The sparsity and the severe attenuation of millimeter-wave (mmWave) chan...
06/29/2019 ∙ by Yu Liu, et al. ∙ 0 ∙ share

read it
From Caesar Cipher to Unsupervised Learning: A New Method for Classifier Parameter Estimation

Many important classification problems, such as object classification, s...
06/06/2019 ∙ by Yu Liu, et al. ∙ 3 ∙ share

read it
PRSim: Sublinear Time SimRank Computation on Large Power-Law Graphs

SimRank is a classic measure of the similarities of nodes in a graph. G...
05/07/2019 ∙ by Zhewei Wei, et al. ∙ 0 ∙ share

read it
Extracting human emotions at different places based on facial expressions and spatial clustering analysis

The emergence of big data enables us to evaluate the various human emoti...
05/06/2019 ∙ by Yuhao Kang, et al. ∙ 0 ∙ share

read it
Experimental Quantum-enhanced Cryptographic Remote Control

The Internet of Things (IoT), as a cutting-edge integrated cross-technol...
04/30/2019 ∙ by Xiao-Ling Pang, et al. ∙ 0 ∙ share

read it
Knowledge Distillation via Route Constrained Optimization

Distillation-based learning boosts the performance of the miniaturized n...
04/19/2019 ∙ by Xiao Jin, et al. ∙ 8 ∙ share

read it
Correlation Congruence for Knowledge Distillation

Most teacher-student frameworks based on knowledge distillation (KD) dep...
04/03/2019 ∙ by Baoyun Peng, et al. ∙ 0 ∙ share

read it
Conditional Adversarial Generative Flow for Controllable Image Synthesis

Flow-based generative models show great potential in image synthesis due...
04/03/2019 ∙ by Rui Liu, et al. ∙ 0 ∙ share

read it
RGBD Based Dimensional Decomposition Residual Network for 3D Semantic Scene Completion

RGB images differentiate from depth images as they carry more details ab...
03/02/2019 ∙ by Jie Li, et al. ∙ 0 ∙ share

read it
Learning Pairwise Relationship for Multi-object Detection in Crowded Scenes

As the post-processing step for object detection, non-maximum suppressio...
01/12/2019 ∙ by Yu Liu, et al. ∙ 12 ∙ share

read it
RGB-D Based Action Recognition with Light-weight 3D Convolutional Networks

Different from RGB videos, depth data in RGB-D videos provide key comple...
11/24/2018 ∙ by Haokui Zhang, et al. ∙ 0 ∙ share

read it

Yu Liu

Featured Co-authors