Jia Li

SEKD: Self-Evolving Keypoint Detection and Description

Researchers have attempted utilizing deep neural network (DNN) to learn ...
06/09/2020 ∙ by Yafei Song, et al. ∙ 0 ∙ share

read it
Is Depth Really Necessary for Salient Object Detection?

Salient object detection (SOD) is a crucial and preliminary task for man...
05/30/2020 ∙ by Jiawei Zhao, et al. ∙ 15 ∙ share

read it
Adv-BERT: BERT is not robust on misspellings! Generating nature adversarial samples on BERT

There is an increasing amount of literature that claims the brittleness ...
02/27/2020 ∙ by Lichao Sun, et al. ∙ 0 ∙ share

read it
Adversarial Attack on Community Detection by Hiding Individuals

It has been demonstrated that adversarial graphs, i.e., graphs with impe...
01/22/2020 ∙ by Jia Li, et al. ∙ 0 ∙ share

read it
Single Image Dehazing Using Ranking Convolutional Neural Network

Single image dehazing, which aims to recover the clear image solely from...
01/15/2020 ∙ by Yafei Song, et al. ∙ 0 ∙ share

read it
Salient Object Detection with Purificatory Mechanism and Structural Similarity Loss

By the aid of attention mechanisms to weight the image features adaptive...
12/18/2019 ∙ by Jia Li, et al. ∙ 14 ∙ share

read it
Zooming into Face Forensics: A Pixel-level Analysis

The stunning progress in face manipulation methods has made it possible ...
12/12/2019 ∙ by Jia Li, et al. ∙ 21 ∙ share

read it
Deep Variable-Block Chain with Adaptive Variable Selection

The architectures of deep neural networks (DNN) rely heavily on the unde...
12/07/2019 ∙ by Lixiang Zhang, et al. ∙ 0 ∙ share

read it
Simple Pose: Rethinking and Improving a Bottom-up Approach for Multi-Person Pose Estimation

We rethink a well-know bottom-up approach for multi-person pose estimati...
11/24/2019 ∙ by Jia Li, et al. ∙ 8 ∙ share

read it
Transductive Episodic-Wise Adaptive Metric for Few-Shot Learning

Few-shot learning, which aims at extracting new concepts rapidly from ex...
10/05/2019 ∙ by Limeng Qiao, et al. ∙ 0 ∙ share

read it
Exploring Reciprocal Attention for Salient Object Detection by Cooperative Learning

Typically, objects with the same semantics are not always prominent in i...
09/18/2019 ∙ by Changqun Xia, et al. ∙ 14 ∙ share

read it
Distortion-adaptive Salient Object Detection in 360^∘ Omnidirectional Images

Image-based salient object detection (SOD) has been extensively explored...
09/11/2019 ∙ by Jia Li, et al. ∙ 9 ∙ share

read it
Learning Local Feature Descriptor with Motion Attribute for Vision-based Localization

In recent years, camera-based localization has been widely used for robo...
08/03/2019 ∙ by Yafei Song, et al. ∙ 1 ∙ share

read it
Combining Reinforcement Learning and Configuration Checking for Maximum k-plex Problem

The Maximum k-plex Problem is an important combinatorial optimization pr...
06/06/2019 ∙ by Peilin Chen, et al. ∙ 0 ∙ share

read it
Private Deep Learning with Teacher Ensembles

Privacy-preserving deep learning is crucial for deploying deep neural ne...
06/05/2019 ∙ by Lichao Sun, et al. ∙ 0 ∙ share

read it
Predicting Path Failure In Time-Evolving Graphs

In this paper we use a time-evolving graph which consists of a sequence ...
05/10/2019 ∙ by Jia Li, et al. ∙ 0 ∙ share

read it
Downhole Track Detection via Multiscale Conditional Generative Adversarial Nets

Frequent mine disasters cause a large number of casualties and property ...
04/17/2019 ∙ by Jia Li, et al. ∙ 2 ∙ share

read it
Reinforcement Learning Based Emotional Editing Constraint Conversation Generation

In recent years, the generation of conversation content based on deep ne...
04/17/2019 ∙ by Jia Li, et al. ∙ 0 ∙ share

read it
Semi-Supervised Graph Classification: A Hierarchical Graph Perspective

Node classification and graph classification are two graph learning prob...
04/10/2019 ∙ by Jia Li, et al. ∙ 0 ∙ share

read it
Spatiotemporal Knowledge Distillation for Efficient Estimation of Aerial Video Saliency

The performance of video saliency estimation techniques has achieved sig...
04/10/2019 ∙ by Jia Li, et al. ∙ 16 ∙ share

read it
Image Quality Assessment for Omnidirectional Cross-reference Stitching

Along with the development of virtual reality (VR), omnidirectional imag...
04/10/2019 ∙ by Kaiwen Yu, et al. ∙ 0 ∙ share

read it
Ultrafast Video Attention Prediction with Coupled Knowledge Distillation

Large convolutional neural network models have recently demonstrated imp...
04/09/2019 ∙ by Kui Fu, et al. ∙ 0 ∙ share

read it
Harmonic Unpaired Image-to-image Translation

The recent direction of unpaired image-to-image translation is on one ha...
02/26/2019 ∙ by Rui Zhang, et al. ∙ 4 ∙ share

read it
Selectivity or Invariance: Boundary-aware Salient Object Detection

Typically, a salient object detection (SOD) model faces opposite require...
12/25/2018 ∙ by Jinming Su, et al. ∙ 0 ∙ share

read it
Visual Attention on the Sun: What Do Existing Models Actually Predict?

Visual attention prediction is a classic problem that seems to be well a...
11/25/2018 ∙ by Jia Li, et al. ∙ 0 ∙ share

read it
Low-resolution Face Recognition in the Wild via Selective Knowledge Distillation

Typically, the deployment of face recognition models in the wild needs t...
11/25/2018 ∙ by Shiming Ge, et al. ∙ 0 ∙ share

read it
Complementary Segmentation of Primary Video Objects with Reversible Flows

Segmenting primary objects in a video is an important yet challenging pr...
11/23/2018 ∙ by Jia Li, et al. ∙ 4 ∙ share

read it
How Drones Look: Crowdsourced Knowledge Transfer for Aerial Video Saliency Prediction

In ground-level platforms, many saliency models have been developed to p...
11/14/2018 ∙ by Kui Fu, et al. ∙ 10 ∙ share

read it
Coordinating Disaster Emergency Response with Heuristic Reinforcement Learning

A crucial and time-sensitive task when any disaster occurs is to rescue ...
11/12/2018 ∙ by Long Nguyen, et al. ∙ 18 ∙ share

read it
Forecasting People's Needs in Hurricane Events from Social Network

Social networks can serve as a valuable communication channel for calls ...
11/12/2018 ∙ by Long Nguyen, et al. ∙ 0 ∙ share

read it
Lifted Proximal Operator Machines

We propose a new optimization method for training feed-forward neural ne...
11/05/2018 ∙ by Jia Li, et al. ∙ 0 ∙ share

read it
Learning from Large-scale Noisy Web Data with Ubiquitous Reweighting for Image Classification

Many advances of deep learning techniques originate from the efforts of ...
11/02/2018 ∙ by Jia Li, et al. ∙ 4 ∙ share

read it
A Fast Globally Linearly Convergent Algorithm for the Computation of Wasserstein Barycenters

In this paper, we consider the problem of computing a Wasserstein baryce...
09/12/2018 ∙ by Lei Yang, et al. ∙ 4 ∙ share

read it
ARBEE: Towards Automated Recognition of Bodily Expression of Emotion In the Wild

Humans are arguably innately prepared to possess the ability to comprehe...
08/28/2018 ∙ by Yu Luo, et al. ∙ 0 ∙ share

read it
Primary Object Segmentation in Aerial Videos via Hierarchical Temporal Slicing and Co-Segmentation

Primary object segmentation plays an important role in understanding vid...
06/27/2018 ∙ by Pengcheng Yuan, et al. ∙ 6 ∙ share

read it
Collaborative Annotation of Semantic Objects in Images with Multi-granularity Supervisions

Per-pixel masks of semantic objects are very useful in many applications...
06/27/2018 ∙ by Lishi Zhang, et al. ∙ 0 ∙ share

read it
Learning a Saliency Evaluation Metric Using Crowdsourced Perceptual Judgments

In the area of human fixation prediction, dozens of computational salien...
06/27/2018 ∙ by Changqun Xia, et al. ∙ 0 ∙ share

read it
Image Co-segmentation via Multi-scale Local Shape Transfer

Image co-segmentation is a challenging task in computer vision that aims...
05/15/2018 ∙ by Wei Teng, et al. ∙ 0 ∙ share

read it
Detecting Comma-shaped Clouds for Severe Weather Forecasting using Shape and Motion

Meteorologists use shapes and movements of clouds in satellite images as...
02/25/2018 ∙ by Xinye Zheng, et al. ∙ 0 ∙ share

read it
Graph Pattern Matching for Dynamic Team Formation

Finding a list of k teams of experts, referred to as top-k team formatio...
01/03/2018 ∙ by Shuai Ma, et al. ∙ 0 ∙ share

read it
Aggregated Wasserstein Metric and State Registration for Hidden Markov Models

We propose a framework, named Aggregated Wasserstein, for computing a di...
11/12/2017 ∙ by Yukun Chen, et al. ∙ 0 ∙ share

read it
Manifold Based Low-rank Regularization for Image Restoration and Semi-supervised Learning

Low-rank structures play important role in recent advances of many probl...
02/09/2017 ∙ by Rongjie Lai, et al. ∙ 0 ∙ share

read it
Probabilistic Multigraph Modeling for Improving the Quality of Crowdsourced Affective Data

We proposed a probabilistic approach to joint modeling of participants' ...
01/04/2017 ∙ by Jianbo Ye, et al. ∙ 0 ∙ share

read it
AutoScaler: Scale-Attention Networks for Visual Correspondence

Finding visual correspondence between local features is key to many comp...
11/17/2016 ∙ by Shenlong Wang, et al. ∙ 0 ∙ share

read it
A Benchmark Dataset and Saliency-guided Stacked Autoencoders for Video-based Salient Object Detection

Image-based salient object detection (SOD) has been extensively studied ...
11/01/2016 ∙ by Jia Li, et al. ∙ 0 ∙ share

read it
A Distance for HMMs based on Aggregated Wasserstein Metric and State Registration

We propose a framework, named Aggregated Wasserstein, for computing a di...
08/05/2016 ∙ by Yukun Chen, et al. ∙ 0 ∙ share

read it
Modeling Photographic Composition via Triangles

The capacity of automatically modeling photographic composition is valua...
05/31/2016 ∙ by Zihan Zhou, et al. ∙ 0 ∙ share

read it
Storm Detection by Visual Learning Using Satellite Images

Computers are widely utilized in today's weather forecasting as a powerf...
03/01/2016 ∙ by Yu Zhang, et al. ∙ 0 ∙ share

read it
Fast Discrete Distribution Clustering Using Wasserstein Barycenter with Sparse Support

In a variety of research areas, the weighted bag of vectors and the hist...
09/30/2015 ∙ by Jianbo Ye, et al. ∙ 0 ∙ share

read it
Gaussian Mixture Models with Component Means Constrained in Pre-selected Subspaces

We investigate a Gaussian mixture model (GMM) with component means const...
08/26/2015 ∙ by Mu Qiao, et al. ∙ 0 ∙ share

read it

Jia Li

Featured Co-authors