b'Junjie Hu'

research

∙ 09/18/2023

Automatic Personalized Impression Generation for PET Reports Using Large Language Models

Purpose: To determine if fine-tuned large language models (LLMs) can gen...

0 Xin Tie, et al. ∙

research

∙ 07/01/2023

Single Sequence Prediction over Reasoning Graphs for Multi-hop QA

Recent generative approaches for multi-hop question answering (QA) utili...

0 Gowtham Ramesh, et al. ∙

research

∙ 06/30/2023

Multimodal Prompt Retrieval for Generative Visual Question Answering

Recent years have witnessed impressive results of pre-trained vision-lan...

0 Timothy Ossowski, et al. ∙

research

∙ 06/06/2023

Greedy-Mine: A Profitable Mining Attack Strategy in Bitcoin-NG

Bitcoin-NG is an extensible blockchain protocol based on the same trust ...

0 Junjie Hu, et al. ∙

research

∙ 05/23/2023

Empowering LLM-based Machine Translation with Cultural Awareness

Traditional neural machine translation (NMT) systems often fail to trans...

0 Binwei Yao, et al. ∙

research

∙ 05/22/2023

Is Fine-tuning Needed? Pre-trained Language Models Are Near Perfect for Out-of-Domain Detection

Out-of-distribution (OOD) detection is a critical task for reliable pred...

0 Rheeya Uppaal, et al. ∙

research

∙ 05/12/2023

Novel bribery mining attacks in the bitcoin system and the bribery miner's dilemma

Mining attacks allow adversaries to obtain a disproportionate share of t...

0 Junjie Hu, et al. ∙

research

∙ 03/28/2023

Explicit Attention-Enhanced Fusion for RGB-Thermal Perception Tasks

Recently, RGB-Thermal based perception has shown significant advances. T...

0 Mingjian Liang, et al. ∙

research

∙ 03/15/2023

Descriptor Distillation for Efficient Multi-Robot SLAM

Performing accurate localization while maintaining the low-level communi...

0 Xiyue Guo, et al. ∙

research

∙ 03/09/2023

Lifelong-MonoDepth: Lifelong Learning for Multi-Domain Monocular Metric Depth Estimation

In recent years, monocular depth estimation (MDE) has gained significant...

0 Junjie Hu, et al. ∙

research

∙ 03/02/2023

ConTEXTual Net: A Multimodal Vision-Language Model for Segmentation of Pneumothorax

Clinical imaging databases contain not only medical images but also text...

0 Zachary Huemann, et al. ∙

research

∙ 03/01/2023

Domain-adapted large language models for classifying nuclear medicine reports

With the growing use of transformer-based language models in medicine, i...

0 Zachary Huemann, et al. ∙

research

∙ 12/31/2022

Peer Learning for Unbiased Scene Graph Generation

In this paper, we propose a novel framework dubbed peer learning to deal...

0 Liguang Zhou, et al. ∙

research

∙ 12/31/2022

Attentional Graph Convolutional Network for Structure-aware Audio-Visual Scene Classification

Audio-Visual scene understanding is a challenging problem due to the uns...

0 Liguang Zhou, et al. ∙

research

∙ 11/28/2022

Beyond Counting Datasets: A Survey of Multilingual Dataset Construction and Necessary Resources

While the NLP community is generally aware of resource disparities among...

0 Xinyan Velocity Yu, et al. ∙

research

∙ 09/28/2022

MultiRoboLearn: An open-source Framework for Multi-robot Deep Reinforcement Learning

It is well known that it is difficult to have a reliable and robust fram...

0 Junfeng Chen, et al. ∙

research

∙ 08/29/2022

Progressive Self-Distillation for Ground-to-Aerial Perception Knowledge Transfer

We study a practical yet hasn't been explored problem: how a drone can p...

1 Junjie Hu, et al. ∙

research

∙ 05/28/2022

Feature Pyramid Attention based Residual Neural Network for Environmental Sound Classification

Environmental sound classification (ESC) is a challenging problem due to...

0 Liguang Zhou, et al. ∙

research

∙ 05/23/2022

Utilizing Language-Image Pretraining for Efficient and Robust Bilingual Word Alignment

Word translation without parallel corpora has become feasible, rivaling ...

0 Tuan Dinh, et al. ∙

research

∙ 05/23/2022

Local Byte Fusion for Neural Machine Translation

Subword tokenization schemes are the dominant technique used in current ...

0 Makesh Narsimhan Sreedhar, et al. ∙

research

∙ 05/11/2022

Deep Depth Completion: A Survey

Depth completion aims at predicting dense pixel-wise depth from a sparse...

119 Junjie Hu, et al. ∙

research

∙ 11/14/2021

DEEP: DEnoising Entity Pre-training for Neural Machine Translation

It has been shown that machine translation models usually generate poor ...

5 Junjie Hu, et al. ∙

research

∙ 10/19/2021

Advanced Statistical Learning on Short Term Load Process Forecasting

Short Term Load Forecast (STLF) is necessary for effective scheduling, o...

0 Junjie Hu, et al. ∙

research

∙ 10/18/2021

FEANet: Feature-Enhanced Attention Network for RGB-Thermal Real-time Semantic Segmentation

The RGB-Thermal (RGB-T) information for semantic segmentation has been e...

17 Fuqin Deng, et al. ∙

research

∙ 10/14/2021

GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems

Much recent progress in task-oriented dialogue (ToD) systems has been dr...

8 Bosheng Ding, et al. ∙

research

∙ 09/28/2021

Meta Reinforcement Learning Based Sensor Scanning in 3D Uncertain Environments for Heterogeneous Multi-Robot Systems

We study a novel problem that tackles learning based sensor scanning in ...

0 Junfeng Chen, et al. ∙

research

∙ 09/10/2021

AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African Languages

Reproducible benchmarks are crucial in driving progress of machine trans...

0 Machel Reid, et al. ∙

research

∙ 09/08/2021

AgreementLearning: An End-to-End Framework for Learning with Multiple Annotators without Groundtruth

The annotation of domain experts is important for some medical applicati...

12 Chongyang Wang, et al. ∙

research

∙ 08/12/2021

Networks of News and Cross-Sectional Returns

We uncover networks from news articles to study cross-sectional stock re...

0 Junjie Hu, et al. ∙

research

∙ 06/21/2021

Phrase-level Active Learning for Neural Machine Translation

Neural machine translation (NMT) is sensitive to domain shift. In this p...

0 Junjie Hu, et al. ∙

research

∙ 04/15/2021

XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation

Machine learning has brought striking advances in multilingual natural l...

0 Sebastian Ruder, et al. ∙

research

∙ 03/16/2021

Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models

This paper studies zero-shot cross-lingual transfer of vision-language m...

7 Po-Yao Huang, et al. ∙

research

∙ 10/19/2020

A Two-stage Unsupervised Approach for Low light Image Enhancement

As vision based perception methods are usually built on the normal light...

0 Junjie Hu, et al. ∙

research

∙ 10/19/2020

Semantic Histogram Based Graph Matching for Real-Time Multi-Robot Global Localization in Large Scale Environment

The core problem of visual multi-robot simultaneous localization and map...

0 Xiyue Guo, et al. ∙

research

∙ 10/15/2020

Explicit Alignment Objectives for Multilingual Bidirectional Encoders

Pre-trained cross-lingual encoders such as mBERT (Devlin et al., 2019) a...

0 Junjie Hu, et al. ∙

research

∙ 08/11/2020

On Learning Language-Invariant Representations for Universal Machine Translation

The goal of universal machine translation is to learn to translate betwe...

38 Han Zhao, et al. ∙

research

∙ 07/03/2020

TICO-19: the Translation Initiative for Covid-19

The COVID-19 pandemic is the worst pandemic to strike the world in over ...

0 Antonios Anastasopoulos, et al. ∙

research

∙ 05/06/2020

Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting

Unsupervised machine translation (MT) has recently achieved impressive r...

1 Po-Yao Huang, et al. ∙

research

∙ 03/24/2020

XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization

Much recent progress in applications of machine learning models to NLP h...

0 Junjie Hu, et al. ∙

research

∙ 11/20/2019

Analysis of Deep Networks for Monocular Depth Estimation Through Adversarial Attacks with Proposal of a Defense Method

In this paper, we consider adversarial attacks against a system of monoc...

0 Junjie Hu, et al. ∙

research

∙ 10/07/2019

Domain Differential Adaptation for Neural Machine Translation

Neural networks are known to be data hungry and domain sensitive, but it...

0 Zi-Yi Dou, et al. ∙

research

∙ 09/11/2019

What Makes A Good Story? Designing Composite Rewards for Visual Storytelling

Previous storytelling approaches mostly focused on optimizing traditiona...

0 Junjie Hu, et al. ∙

research

∙ 09/05/2019

REO-Relevance, Extraness, Omission: A Fine-grained Evaluation for Image Captioning

Popular metrics used for evaluating image captioning systems, such as BL...

0 Ming Jiang, et al. ∙

research

∙ 08/30/2019

Handling Syntactic Divergence in Low-resource Machine Translation

Despite impressive empirical successes of neural machine translation (NM...

0 Chunting Zhou, et al. ∙

research

∙ 08/27/2019

Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings

The recent success of neural machine translation models relies on the av...

0 Zi-Yi Dou, et al. ∙

research

∙ 06/02/2019

Domain Adaptation of Neural Machine Translation by Lexicon Induction

It has been previously noted that neural machine translation (NMT) is ve...

0 Junjie Hu, et al. ∙

research

∙ 04/19/2019

A Hybrid Retrieval-Generation Neural Conversation Model

Intelligent personal assistant systems, with either text-based or voice-...

0 Liu Yang, et al. ∙

research

∙ 04/06/2019

Visualization of Convolutional Neural Networks for Monocular Depth Estimation

Recently, convolutional neural networks (CNNs) have shown great success ...

17 Junjie Hu, et al. ∙

research

∙ 03/19/2019

compare-mt: A Tool for Holistic Comparison of Language Generation Systems

In this paper, we describe compare-mt, a tool for holistic analysis and ...

0 Graham Neubig, et al. ∙

research

∙ 02/24/2019

The ARIEL-CMU Systems for LoReHLT18

This paper describes the ARIEL-CMU submissions to the Low Resource Human...

0 Aditi Chaudhary, et al. ∙

Junjie Hu

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