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Generalized Spoofing Detection Inspired from Audio Generation Artifacts


Apr 08, 2021
Yang Gao, Tyler Vuong, Mahsa Elyasi, Gaurav Bharaj, Rita Singh

* V0, Submitted to INTERSPEECH 2021 

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Conv1D Energy-Aware Path Planner for Mobile Robots in Unstructured Environments


Apr 04, 2021
Marco Visca, Arthur Bouton, Roger Powell, Yang Gao, Saber Fallah

* To be published in IEEE International Conference on Robotics and Automation (ICRA) 2021 

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Towards Self-Adaptive Metric Learning On the Fly


Apr 03, 2021
Yang Gao, Yi-Fan Li, Swarup Chandra, Latifur Khan, Bhavani Thuraisingham

* Accepted by WWW 2019 (Long Paper, Oral) 

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Prototypical Cross-domain Self-supervised Learning for Few-shot Unsupervised Domain Adaptation


Mar 31, 2021
Xiangyu Yue, Zangwei Zheng, Shanghang Zhang, Yang Gao, Trevor Darrell, Kurt Keutzer, Alberto Sangiovanni Vincentelli

* CVPR 2021 

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Mining Latent Classes for Few-shot Segmentation


Mar 29, 2021
Lihe Yang, Wei Zhuo, Lei Qi, Yinghuan Shi, Yang Gao

* 12 pages, 6 figures 

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NDT-Transformer: Large-Scale 3D Point Cloud Localisation using the Normal Distribution Transform Representation


Mar 23, 2021
Zhicheng Zhou, Cheng Zhao, Daniel Adolfsson, Songzhi Su, Yang Gao, Tom Duckett, Li Sun

* To be appear in ICRA2021 

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Accelerating Quantitative Susceptibility Mapping using Compressed Sensing and Deep Neural Network


Mar 17, 2021
Yang Gao, Martijn Cloos, Feng Liu, Stuart Crozier, G. Bruce Pike, Hongfu Sun

* 10 figures 

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Mutual Information State Intrinsic Control


Mar 15, 2021
Rui Zhao, Yang Gao, Pieter Abbeel, Volker Tresp, Wei Xu

* Published in International Conference on Learning Representations (ICLR 2021) as Spotlight (top 5%), Link: https://openreview.net/forum?id=OthEq8I5v1. arXiv admin note: text overlap with arXiv:2002.01963 

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Improving Context-Based Meta-Reinforcement Learning with Self-Supervised Trajectory Contrastive Learning


Mar 10, 2021
Bernie Wang, Simon Xu, Kurt Keutzer, Yang Gao, Bichen Wu


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A novel multiple instance learning framework for COVID-19 severity assessment via data augmentation and self-supervised learning


Feb 07, 2021
Zekun Li, Wei Zhao, Feng Shi, Lei Qi, Xingzhi Xie, Ying Wei, Zhongxiang Ding, Yang Gao, Shangjie Wu, Jun Liu, Yinghuan Shi, Dinggang Shen

* To appear in Medical Image Analysis 

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Deep Symmetric Adaptation Network for Cross-modality Medical Image Segmentation


Jan 18, 2021
Xiaoting Han, Lei Qi, Qian Yu, Ziqi Zhou, Yefeng Zheng, Yinghuan Shi, Yang Gao


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Reinforcement Learning with Latent Flow


Jan 06, 2021
Wenling Shang, Xiaofei Wang, Aravind Srinivas, Aravind Rajeswaran, Yang Gao, Pieter Abbeel, Michael Laskin


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Fighting Copycat Agents in Behavioral Cloning from Observation Histories


Oct 28, 2020
Chuan Wen, Jierui Lin, Trevor Darrell, Dinesh Jayaraman, Yang Gao

* Published at NeurIPS 2020 9 pages(exclude reference and appendices) 

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CariMe: Unpaired Caricature Generation with Multiple Exaggerations


Oct 01, 2020
Zheng Gu, Chuanqi Dong, Jing Huo, Wenbin Li, Yang Gao


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Disentangling Neural Architectures and Weights: A Case Study in Supervised Classification


Sep 11, 2020
Nicolo Colombo, Yang Gao

* 22 pages and 10 figures 

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ePointDA: An End-to-End Simulation-to-Real Domain Adaptation Framework for LiDAR Point Cloud Segmentation


Sep 07, 2020
Sicheng Zhao, Yezhen Wang, Bo Li, Bichen Wu, Yang Gao, Pengfei Xu, Trevor Darrell, Kurt Keutzer


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Learning-based Computer-aided Prescription Model for Parkinson's Disease: A Data-driven Perspective


Jul 31, 2020
Yinghuan Shi, Wanqi Yang, Kim-Han Thung, Hao Wang, Yang Gao, Yang Pan, Li Zhang, Dinggang Shen

* IEEE JBHI 2020 

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Unsupervised Domain Attention Adaptation Network for Caricature Attribute Recognition


Jul 18, 2020
Wen Ji, Kelei He, Jing Huo, Zheng Gu, Yang Gao

* This paper has been accepted by ECCV 2020 

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Synergistic Learning of Lung Lobe Segmentation and Hierarchical Multi-Instance Classification for Automated Severity Assessment of COVID-19 in CT Images


May 24, 2020
Kelei He, Wei Zhao, Xingzhi Xie, Wen Ji, Mingxia Liu, Zhenyu Tang, Feng Shi, Yang Gao, Jun Liu, Junfeng Zhang, Dinggang Shen


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HF-UNet: Learning Hierarchically Inter-Task Relevance in Multi-Task U-Net for Accurate Prostate Segmentation


May 23, 2020
Kelei He, Chunfeng Lian, Bing Zhang, Xin Zhang, Xiaohuan Cao, Dong Nie, Yang Gao, Junfeng Zhang, Dinggang Shen


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Manifold Alignment for Semantically Aligned Style Transfer


May 21, 2020
Jing Huo, Shiyin Jin, Wenbin Li, Jing Wu, Yu-Kun Lai, Yinghuan Shi, Yang Gao

* 10 pages 

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TripletUNet: Multi-Task U-Net with Online Voxel-Wise Learning for Precise CT Prostate Segmentation


May 21, 2020
Kelei He, Chunfeng Lian, Ehsan Adeli, Jing Huo, Yinghuan Shi, Yang Gao, Bing Zhang, Junfeng Zhang, Dinggang Shen


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On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation


May 08, 2020
Wei Zhao, Goran Glavaš, Maxime Peyrard, Yang Gao, Robert West, Steffen Eger

* ACL2020 Camera Ready (v2: several small fixes, e.g., Unicode errors) 

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SUPERT: Towards New Frontiers in Unsupervised Evaluation Metrics for Multi-Document Summarization


May 07, 2020
Yang Gao, Wei Zhao, Steffen Eger

* ACL 2020 

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Unsupervised Few-shot Learning via Distribution Shift-based Augmentation


Apr 13, 2020
Tiexin Qin, Wenbin Li, Yinghuan Shi, Yang Gao

* 10 pages, 4 figures. Code: https://github.com/WonderSeven/ULDA 

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Crossover-Net: Leveraging the Vertical-Horizontal Crossover Relation for Robust Segmentation


Apr 03, 2020
Qian Yu, Yinghuan Shi, Yefeng Zheng, Yang Gao, Jianbing Zhu, Yakang Dai

* 11 pages, 14 figures 

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Generalizable Semantic Segmentation via Model-agnostic Learning and Target-specific Normalization


Mar 27, 2020
Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao


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