b'Ji Zhang'

research

∙ 05/24/2022

mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections

Large-scale pretrained foundation models have been an emerging paradigm ...

Chenliang Li, et al. ∙

research

∙ 05/22/2022

ALITA: A Large-scale Incremental Dataset for Long-term Autonomy

For long-term autonomy, most place recognition methods are mainly evalua...

Peng Yin, et al. ∙

research

∙ 04/11/2022

MGIMN: Multi-Grained Interactive Matching Network for Few-shot Text Classification

Text classification struggles to generalize to unseen classes with very ...

Jianhai Zhang, et al. ∙

research

∙ 03/30/2022

Auto-MLM: Improved Contrastive Learning for Self-supervised Multi-lingual Knowledge Retrieval

Contrastive learning (CL) has become a ubiquitous approach for several n...

Wenshen Xu, et al. ∙

research

∙ 03/29/2022

Shifting More Attention to Visual Backbone: Query-modulated Refinement Networks for End-to-End Visual Grounding

Visual grounding focuses on establishing fine-grained alignment between ...

Jiabo Ye, et al. ∙

research

∙ 03/21/2022

LQoCo: Learning to Optimize Cache Capacity Overloading in Storage Systems

Cache plays an important role to maintain high and stable performance (i...

Ji Zhang, et al. ∙

research

∙ 03/08/2022

Deep Multi-Branch Aggregation Network for Real-Time Semantic Segmentation in Street Scenes

Real-time semantic segmentation, which aims to achieve high segmentation...

Xi Weng, et al. ∙

research

∙ 11/17/2021

Achieving Human Parity on Visual Question Answering

The Visual Question Answering (VQA) task utilizes both visual image and ...

Ming Yan, et al. ∙

research

∙ 10/27/2021

Autonomous Exploration Development Environment and the Planning Algorithms

Autonomous Exploration Development Environment is an open-source reposit...

Chao Cao, et al. ∙

research

∙ 10/18/2021

FAR Planner: Fast, Attemptable Route Planner using Dynamic Visibility Update

We present our work on a fast route planner based on visibility graph. T...

Fan Yang, et al. ∙

research

∙ 09/22/2021

K-AID: Enhancing Pre-trained Language Models with Domain Knowledge for Question Answering

Knowledge enhanced pre-trained language models (K-PLMs) are shown to be ...

Fu Sun, et al. ∙

research

∙ 09/13/2021

AliMe MKG: A Multi-modal Knowledge Graph for Live-streaming E-commerce

Live streaming is becoming an increasingly popular trend of sales in E-c...

Guohai Xu, et al. ∙

research

∙ 08/18/2021

GGP: A Graph-based Grouping Planner for Explicit Control of Long Text Generation

Existing data-driven methods can well handle short text generation. Howe...

Xuming Lin, et al. ∙

research

∙ 08/17/2021

SPMoE: Generate Multiple Pattern-Aware Outputs with Sparse Pattern Mixture of Experts

Many generation tasks follow a one-to-many mapping relationship: each in...

Shaobo Cui, et al. ∙

research

∙ 08/16/2021

ROSITA: Enhancing Vision-and-Language Semantic Alignments via Cross- and Intra-modal Knowledge Integration

Vision-and-language pretraining (VLP) aims to learn generic multimodal r...

Yuhao Cui, et al. ∙

research

∙ 05/27/2021

i3dLoc: Image-to-range Cross-domain Localization Robust to Inconsistent Environmental Conditions

We present a method for localizing a single camera with respect to a poi...

Peng Yin, et al. ∙

research

∙ 05/05/2021

AdaVQA: Overcoming Language Priors with Adapted Margin Cosine Loss

A number of studies point out that current Visual Question Answering (VQ...

Yangyang Guo, et al. ∙

research

∙ 03/27/2021

LSTM Based Sentiment Analysis for Cryptocurrency Prediction

Recent studies in big data analytics and natural language processing dev...

Xin Huang, et al. ∙

research

∙ 02/24/2021

OneStop QAMaker: Extract Question-Answer Pairs from Text in a One-Stop Approach

Large-scale question-answer (QA) pairs are critical for advancing resear...

Shaobo Cui, et al. ∙

research

∙ 12/06/2020

A Data-driven Human Responsibility Management System

An ideal safe workplace is described as a place where staffs fulfill res...

Xuejiao Tang, et al. ∙

research

∙ 12/06/2020

Using Machine Learning to Automate Mammogram Images Analysis

Breast cancer is the second leading cause of cancer-related death after ...

Xuejiao Tang, et al. ∙

research

∙ 11/09/2020

Distant Supervision for E-commerce Query Segmentation via Attention Network

The booming online e-commerce platforms demand highly accurate approache...

Zhao Li, et al. ∙

research

∙ 11/04/2020

A Survey on Contact Tracing: the Latest Advancements and Challenges

Infectious diseases are caused by pathogenic microorganisms, such as bac...

Ting Jiang, et al. ∙

research

∙ 11/01/2020

AI Marker-based Large-scale AI Literature Mining

The knowledge contained in academic literature is interesting to mine. I...

Rujing Yao, et al. ∙

research

∙ 10/26/2020

Method and Dataset Entity Mining in Scientific Literature: A CNN + Bi-LSTM Model with Self-attention

Literature analysis facilitates researchers to acquire a good understand...

Linlin Hou, et al. ∙

research

∙ 09/24/2020

AliMe KG: Domain Knowledge Graph Construction and Application in E-commerce

Pre-sales customer service is of importance to E-commerce platforms as i...

Feng-Lin Li, et al. ∙

research

∙ 04/01/2020

Monocular Camera Localization in Prior LiDAR Maps with 2D-3D Line Correspondences

Light-weight camera localization in existing maps is essential for visio...

Huai Yu, et al. ∙

research

∙ 11/29/2019

Method and Dataset Mining in Scientific Papers

Literature analysis facilitates researchers better understanding the dev...

Rujing Yao, et al. ∙

research

∙ 11/27/2019

Following Social Groups: Socially Compliant Autonomous Navigation in Dense Crowds

In densely populated environments, socially compliant navigation is crit...

Xinjie Yao, et al. ∙

research

∙ 11/11/2019

Keep it Consistent: Topic-Aware Storytelling from an Image Stream via Iterative Multi-agent Communication

Visual storytelling aims to generate a narrative paragraph from a sequen...

Ruize Wang, et al. ∙

research

∙ 07/16/2019

2nd Place Solution to the GQA Challenge 2019

We present a simple method that achieves unexpectedly superior performan...

Shijie Geng, et al. ∙

research

∙ 03/07/2019

Graphical Contrastive Losses for Scene Graph Generation

Most scene graph generators use a two-stage pipeline to detect visual re...

Ji Zhang, et al. ∙

research

∙ 02/27/2019

Efficient and Secure ECDSA Algorithm and its Applications: A Survey

Public-key cryptography algorithms, especially elliptic curve cryptograp...

Mishall Al-Zubaidie, et al. ∙

research

∙ 02/22/2019

RAMHU: A New Robust Lightweight Scheme for Mutual Users Authentication in Healthcare Applications

Providing a mechanism to authenticate users in healthcare applications i...

Mishall Al-Zubaidie, et al. ∙

research

∙ 11/28/2018

A Deep Cascade Model for Multi-Document Reading Comprehension

A fundamental trade-off between effectiveness and efficiency needs to be...

Ming Yan, et al. ∙

research

∙ 11/21/2018

An Interpretable Model for Scene Graph Generation

We propose an efficient and interpretable scene graph generator. We cons...

Ji Zhang, et al. ∙

research

∙ 11/01/2018

Introduction to the 1st Place Winning Model of OpenImages Relationship Detection Challenge

This article describes the model we built that achieved 1st place in the...

Ji Zhang, et al. ∙

research

∙ 10/20/2018

Improving Multilingual Semantic Textual Similarity with Shared Sentence Encoder for Low-resource Languages

Measuring the semantic similarity between two sentences (or Semantic Tex...

Xin Tang, et al. ∙

research

∙ 08/26/2018

Semi-Autoregressive Neural Machine Translation

Existing approaches to neural machine translation are typically autoregr...

Chunqi Wang, et al. ∙

research

∙ 08/08/2018

Exploiting Effective Representations for Chinese Sentiment Analysis Using a Multi-Channel Convolutional Neural Network

Effective representation of a text is critical for various natural langu...

Pengfei Liu, et al. ∙

research

∙ 04/27/2018

Large-Scale Visual Relationship Understanding

Large scale visual understanding is challenging, as it requires a model ...

Ji Zhang, et al. ∙

Ji Zhang

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