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Advanced Statistical Learning on Short Term Load Process Forecasting


Oct 19, 2021
Junjie Hu, Brenda López Cabrera, Awdesch Melzer

* 19 pages 

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


Oct 18, 2021
Fuqin Deng, Hua Feng, Mingjian Liang, Hongmin Wang, Yong Yang, Yuan Gao, Junfeng Chen, Junjie Hu, Xiyue Guo, Tin Lun Lam

* 7 pages, 5 figures 

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


Oct 14, 2021
Bosheng Ding, Junjie Hu, Lidong Bing, Sharifah Mahani Aljunied, Shafiq Joty, Luo Si, Chunyan Miao


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PLNet: Plane and Line Priors for Unsupervised Indoor Depth Estimation


Oct 12, 2021
Hualie Jiang, Laiyan Ding, Junjie Hu, Rui Huang

* Accepted by 3DV 2021 

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


Sep 28, 2021
Junfeng Chen, Yuan Gao, Junjie Hu, Fuqin Deng, Tin Lun Lam

* 6 pages, 9 figures 

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


Sep 10, 2021
Machel Reid, Junjie Hu, Graham Neubig, Yutaka Matsuo

* EMNLP 2021 

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


Sep 08, 2021
Chongyang Wang, Yuan Gao, Chenyou Fan, Junjie Hu, Tin Lun Lam, Nicholas D. Lane, Nadia Bianchi-Berthouze

* Submitted to AAAI'22 

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Phrase-level Active Learning for Neural Machine Translation


Jun 21, 2021
Junjie Hu, Graham Neubig


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Boosting Light-Weight Depth Estimation Via Knowledge Distillation


May 13, 2021
Junjie Hu, Chenyou Fan, Hualie Jiang, Xiyue Guo, Xiangyong Lu, Tin Lun Lam


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XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation


Apr 15, 2021
Sebastian Ruder, Noah Constant, Jan Botha, Aditya Siddhant, Orhan Firat, Jinlan Fu, Pengfei Liu, Junjie Hu, Graham Neubig, Melvin Johnson


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


Apr 15, 2021
Po-Yao Huang, Mandela Patrick, Junjie Hu, Graham Neubig, Florian Metze, Alexander Hauptmann

* accepted by NAACL 2021 

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GEOMScope: Large Field-of-view 3D Lensless Microscopy with Low Computational Complexity


Jan 20, 2021
Feng Tian, Junjie Hu, Weijian Yang


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A Two-stage Unsupervised Approach for Low light Image Enhancement


Oct 20, 2020
Junjie Hu, Xiyue Guo, Junfeng Chen, Guanqi Liang, Fuqin Deng, Tin lun Lam


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


Oct 19, 2020
Xiyue Guo, Junjie Hu, Junfeng Chen, Fuqin Deng, Tin Lun Lam


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Explicit Alignment Objectives for Multilingual Bidirectional Encoders


Oct 15, 2020
Junjie Hu, Melvin Johnson, Orhan Firat, Aditya Siddhant, Graham Neubig


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On Learning Language-Invariant Representations for Universal Machine Translation


Aug 11, 2020
Han Zhao, Junjie Hu, Andrej Risteski

* Appeared in ICML 2020 

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TICO-19: the Translation Initiative for Covid-19


Jul 06, 2020
Antonios Anastasopoulos, Alessandro Cattelan, Zi-Yi Dou, Marcello Federico, Christian Federman, Dmitriy Genzel, Francisco Guzmán, Junjie Hu, Macduff Hughes, Philipp Koehn, Rosie Lazar, Will Lewis, Graham Neubig, Mengmeng Niu, Alp Öktem, Eric Paquin, Grace Tang, Sylwia Tur


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Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting


May 06, 2020
Po-Yao Huang, Junjie Hu, Xiaojun Chang, Alexander Hauptmann

* Accepted by ACL 2020 

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


Apr 10, 2020
Junjie Hu, Sebastian Ruder, Aditya Siddhant, Graham Neubig, Orhan Firat, Melvin Johnson


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


Nov 20, 2019
Junjie Hu, Takayuki Okatani


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Domain Differential Adaptation for Neural Machine Translation


Oct 07, 2019
Zi-Yi Dou, Xinyi Wang, Junjie Hu, Graham Neubig

* Workshop on Neural Generation and Translation (WNGT) at EMNLP 2019 

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


Sep 11, 2019
Junjie Hu, Yu Cheng, Zhe Gan, Jingjing Liu, Jianfeng Gao, Graham Neubig


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


Sep 05, 2019
Ming Jiang, Junjie Hu, Qiuyuan Huang, Lei Zhang, Jana Diesner, Jianfeng Gao


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Handling Syntactic Divergence in Low-resource Machine Translation


Aug 30, 2019
Chunting Zhou, Xuezhe Ma, Junjie Hu, Graham Neubig

* Accepted by EMNLP 2019 (short paper) 

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


Aug 27, 2019
Zi-Yi Dou, Junjie Hu, Antonios Anastasopoulos, Graham Neubig

* EMNLP 2019 

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Domain Adaptation of Neural Machine Translation by Lexicon Induction


Jun 02, 2019
Junjie Hu, Mengzhou Xia, Graham Neubig, Jaime Carbonell

* published at the 57th Annual Meeting of the Association for Computational Linguistics (ACL). July 2019 

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